1 Catch table

1.1 Presence of duplicated records

Data included in the catch table were checked for the presence of duplicated records. The result of the check is here reported:

  • No replicated records in Catch data

Attention: eventual duplicated records will be removed from catch data for the following analysis

1.2 Coverage of catch data

1.2.1 GSA 18

1.2.1.1 HKE

Coverage of landing data for HKE in GSA 18
country year area species landings
ITA 2002 GSA 18 HKE 2309.142
ITA 2003 GSA 18 HKE 4450.769
ITA 2004 GSA 18 HKE 3204.111
ITA 2005 GSA 18 HKE 3784.651
ITA 2006 GSA 18 HKE 5506.318
ITA 2007 GSA 18 HKE 4154.556
ITA 2008 GSA 18 HKE 4247.904
ITA 2009 GSA 18 HKE 4105.819
ITA 2010 GSA 18 HKE 4020.612
ITA 2011 GSA 18 HKE 3849.697
ITA 2012 GSA 18 HKE 3105.702
ITA 2013 GSA 18 HKE 2566.947
ITA 2014 GSA 18 HKE 1863.625
ITA 2015 GSA 18 HKE 2040.697
ITA 2016 GSA 18 HKE 2194.563
ITA 2017 GSA 18 HKE 2230.520
ITA 2018 GSA 18 HKE 2000.253
ITA 2019 GSA 18 HKE 1722.238
ITA 2020 GSA 18 HKE 1353.534

Coverage of discard data for HKE in GSA 18
country year area species discards
ITA 2009 GSA 18 HKE 151.60242
ITA 2010 GSA 18 HKE 77.86157
ITA 2011 GSA 18 HKE 99.69113
ITA 2012 GSA 18 HKE 177.32864
ITA 2013 GSA 18 HKE 15.36081
ITA 2014 GSA 18 HKE 46.79378
ITA 2015 GSA 18 HKE 86.24911
ITA 2016 GSA 18 HKE 107.10148
ITA 2017 GSA 18 HKE 31.43257
ITA 2018 GSA 18 HKE 55.88577
ITA 2019 GSA 18 HKE 102.13291
ITA 2020 GSA 18 HKE 18.97022

1.2.2 GSA 19

1.2.2.1 HKE

Coverage of landing data for HKE in GSA 19
country year area species landings
ITA 2002 GSA 19 HKE 1356.8194
ITA 2003 GSA 19 HKE 1513.8160
ITA 2004 GSA 19 HKE 1298.7318
ITA 2005 GSA 19 HKE 1271.1942
ITA 2006 GSA 19 HKE 1629.1298
ITA 2007 GSA 19 HKE 882.3411
ITA 2008 GSA 19 HKE 932.1399
ITA 2009 GSA 19 HKE 998.6430
ITA 2010 GSA 19 HKE 838.7930
ITA 2011 GSA 19 HKE 810.2298
ITA 2012 GSA 19 HKE 674.8485
ITA 2013 GSA 19 HKE 760.3392
ITA 2014 GSA 19 HKE 739.9736
ITA 2015 GSA 19 HKE 806.5847
ITA 2016 GSA 19 HKE 706.8578
ITA 2017 GSA 19 HKE 713.5316
ITA 2018 GSA 19 HKE 659.6122
ITA 2019 GSA 19 HKE 669.1320
ITA 2020 GSA 19 HKE 614.1151

Coverage of discard data for HKE in GSA 19
country year area species discards
ITA 2006 GSA 19 HKE 34.17037
ITA 2009 GSA 19 HKE 53.12721
ITA 2010 GSA 19 HKE 10.95757
ITA 2011 GSA 19 HKE 8.56390
ITA 2012 GSA 19 HKE 11.47827
ITA 2013 GSA 19 HKE 11.45418
ITA 2014 GSA 19 HKE 3.85250
ITA 2015 GSA 19 HKE 5.36492
ITA 2016 GSA 19 HKE 17.82643
ITA 2017 GSA 19 HKE 5.38637
ITA 2018 GSA 19 HKE 12.32796
ITA 2019 GSA 19 HKE 39.79820
ITA 2020 GSA 19 HKE 0.41658

1.3 Check of Sum of Products (SOP)

The result of the percentage difference of SOP and both landing and discard volumes are reported in the following table in case the value is greater then 5% (selected threshold value):

1.3.1 GSA 18

1.3.1.1 HKE

Critical values of SOP for HKE in GSA 18
YEAR QUARTER VESSEL_LENGTH GEAR MESH_SIZE_RANGE FISHERY check_LANDING check_DISCARD
49673 2009 -1 NA OTB 40D50 MDD 7.42
49740 2010 -1 NA OTB 40D50 DEF 9.21
49770 2010 -1 NA OTB 40D50 MDD 7.09
50026 2013 -1 NA OTB 50D100 MDD 7.44
50419 2016 2 NA OTB 50D100 DEF 6.97
50437 2016 3 NA OTB 50D100 DEF 7.29
50508 2016 2 NA OTB 50D100 MDD 8.82
50797 2017 2 NA OTB 50D100 DEF 6.32
50876 2017 2 NA OTB 50D100 MDD 8.46
51229 2018 1 NA OTB 50D100 DEF 9.17
51280 2018 3 NA OTB 50D100 DEF 6.92
51304 2018 4 NA OTB 50D100 DEF 7.75
64937 2018 1 NA OTB 50D100 MDD 7.44
65353 2019 1 NA OTB 50D100 DEF 8.41
65376 2019 2 NA OTB 50D100 DEF 5.08
65791 2020 2 NA OTB 50D100 DEF 5.8
65793 2020 4 NA OTB 50D100 DEF 6.68
65799 2020 2 NA OTB 50D100 MDD 5.35
65800 2020 3 NA OTB 50D100 MDD 5.29
65801 2020 4 NA OTB 50D100 MDD 6.67

1.3.2 GSA 19

1.3.2.1 HKE

Critical values of SOP for HKE in GSA 19
YEAR QUARTER VESSEL_LENGTH GEAR MESH_SIZE_RANGE FISHERY check_LANDING check_DISCARD
66600 2006 -1 NA GNS 16D20 DEF 5.13
66602 2006 -1 NA OTB 40D50 NA 9.37
66853 2008 -1 NA GTR 16D20 DEF 5.19
67273 2011 -1 NA OTB 50D100 DEF 5.11
67736 2014 -1 NA OTB 50D100 NA 5.64
72985 2016 2 NA OTB 50D100 NA 7.09
72986 2016 3 NA OTB 50D100 NA 8.62
72987 2016 4 NA OTB 50D100 NA 7.05
78347 2017 -1 NA OTB 50D100 MDD 7.42
80999 2018 1 NA OTB 50D100 DEF 9.85
81001 2018 3 NA OTB 50D100 DEF 6.5
81002 2018 4 NA OTB 50D100 DEF 8.97
81005 2018 2 NA OTB 50D100 MDD 8.05
82566 2020 -1 NA OTB 50D100 DEF 9.33

2 Landing table

2.1 Presence of duplicated records

Data included in the landing table were checked for the presence of duplicated records. The result of the check is here reported:

  • No replicated records in Landings data

2.2 Coverage of landings data

2.2.1 GSA 18

2.2.1.1 HKE

Coverage of landing data for HKE in GSA 18
country year area gear species landings
ITA 2002 GSA 18 GNS HKE 26.24654
ITA 2003 GSA 18 GNS HKE 198.61070
ITA 2004 GSA 18 GNS HKE 18.91786
ITA 2005 GSA 18 GNS HKE 37.80901
ITA 2006 GSA 18 GNS HKE 30.21353
ITA 2007 GSA 18 GNS HKE 18.79182
ITA 2008 GSA 18 GNS HKE 15.33089
ITA 2009 GSA 18 GNS HKE 7.73961
ITA 2016 GSA 18 GNS HKE 5.18380
ITA 2017 GSA 18 GNS HKE 31.30775
ITA 2018 GSA 18 GNS HKE 15.40226
ITA 2020 GSA 18 GNS HKE 0.84500
ITA 2004 GSA 18 GTR HKE 20.69606
ITA 2005 GSA 18 GTR HKE 17.80598
ITA 2006 GSA 18 GTR HKE 25.92769
ITA 2007 GSA 18 GTR HKE 18.40918
ITA 2008 GSA 18 GTR HKE 41.72113
ITA 2009 GSA 18 GTR HKE 19.58614
ITA 2010 GSA 18 GTR HKE 19.36553
ITA 2011 GSA 18 GTR HKE 18.49738
ITA 2012 GSA 18 GTR HKE 19.84561
ITA 2014 GSA 18 GTR HKE 0.02806
ITA 2017 GSA 18 GTR HKE 2.66902
ITA 2018 GSA 18 GTR HKE 0.23343
ITA 2020 GSA 18 GTR HKE 1.37500
ITA 2004 GSA 18 LLS HKE 232.98239
ITA 2005 GSA 18 LLS HKE 452.11517
ITA 2006 GSA 18 LLS HKE 836.32097
ITA 2007 GSA 18 LLS HKE 619.84035
ITA 2008 GSA 18 LLS HKE 550.77243
ITA 2009 GSA 18 LLS HKE 533.68634
ITA 2010 GSA 18 LLS HKE 601.21005
ITA 2011 GSA 18 LLS HKE 518.77189
ITA 2012 GSA 18 LLS HKE 566.24672
ITA 2013 GSA 18 LLS HKE 187.60776
ITA 2014 GSA 18 LLS HKE 279.13039
ITA 2015 GSA 18 LLS HKE 426.88083
ITA 2016 GSA 18 LLS HKE 517.79126
ITA 2017 GSA 18 LLS HKE 514.78854
ITA 2018 GSA 18 LLS HKE 334.74047
ITA 2020 GSA 18 LLS HKE 264.83211
ITA 2002 GSA 18 NA HKE 277.08972
ITA 2003 GSA 18 NA HKE 1353.02152
ITA 2005 GSA 18 NA HKE 1.47006
ITA 2006 GSA 18 NA HKE 1.25395
ITA 2007 GSA 18 NA HKE 0.21202
ITA 2002 GSA 18 OTB HKE 2005.80590
ITA 2003 GSA 18 OTB HKE 2899.13655
ITA 2004 GSA 18 OTB HKE 2931.51506
ITA 2005 GSA 18 OTB HKE 3275.45030
ITA 2006 GSA 18 OTB HKE 4612.60152
ITA 2007 GSA 18 OTB HKE 3497.30248
ITA 2008 GSA 18 OTB HKE 3640.07945
ITA 2009 GSA 18 OTB HKE 3544.80675
ITA 2010 GSA 18 OTB HKE 3400.03677
ITA 2011 GSA 18 OTB HKE 3312.42803
ITA 2012 GSA 18 OTB HKE 2519.60926
ITA 2013 GSA 18 OTB HKE 2379.33973
ITA 2014 GSA 18 OTB HKE 1584.46657
ITA 2015 GSA 18 OTB HKE 1613.81656
ITA 2016 GSA 18 OTB HKE 1671.58803
ITA 2017 GSA 18 OTB HKE 1681.75492
ITA 2018 GSA 18 OTB HKE 1649.87710
ITA 2020 GSA 18 OTB HKE 1086.45236
ITA 2019 GSA 18 PTM HKE 0.00000
ITA 2020 GSA 18 SV HKE 0.03000

2.2.2 GSA 19

2.2.2.1 HKE

Coverage of landing data for HKE in GSA 19
country year area gear species landings
ITA 2019 GSA 19 FPO HKE 0.53692
ITA 2020 GSA 19 FPO HKE 0.06100
ITA 2020 GSA 19 FYK HKE 0.04000
ITA 2012 GSA 19 GND HKE 0.62516
ITA 2004 GSA 19 GNS HKE 35.11321
ITA 2005 GSA 19 GNS HKE 19.87697
ITA 2006 GSA 19 GNS HKE 7.74839
ITA 2008 GSA 19 GNS HKE 37.36982
ITA 2009 GSA 19 GNS HKE 25.37073
ITA 2010 GSA 19 GNS HKE 16.61968
ITA 2011 GSA 19 GNS HKE 21.06148
ITA 2012 GSA 19 GNS HKE 34.46168
ITA 2013 GSA 19 GNS HKE 153.30523
ITA 2014 GSA 19 GNS HKE 120.37277
ITA 2015 GSA 19 GNS HKE 134.58561
ITA 2016 GSA 19 GNS HKE 109.52955
ITA 2017 GSA 19 GNS HKE 77.77078
ITA 2018 GSA 19 GNS HKE 101.84342
ITA 2019 GSA 19 GNS HKE 54.41754
ITA 2020 GSA 19 GNS HKE 26.52900
ITA 2002 GSA 19 GTR HKE 262.66353
ITA 2003 GSA 19 GTR HKE 366.66910
ITA 2004 GSA 19 GTR HKE 6.86908
ITA 2005 GSA 19 GTR HKE 8.51930
ITA 2006 GSA 19 GTR HKE 91.82286
ITA 2007 GSA 19 GTR HKE 24.62690
ITA 2008 GSA 19 GTR HKE 16.17650
ITA 2009 GSA 19 GTR HKE 25.34400
ITA 2010 GSA 19 GTR HKE 17.94041
ITA 2011 GSA 19 GTR HKE 17.89518
ITA 2012 GSA 19 GTR HKE 56.66856
ITA 2013 GSA 19 GTR HKE 134.53074
ITA 2014 GSA 19 GTR HKE 89.63126
ITA 2015 GSA 19 GTR HKE 104.98198
ITA 2016 GSA 19 GTR HKE 90.57210
ITA 2017 GSA 19 GTR HKE 167.69230
ITA 2018 GSA 19 GTR HKE 81.49300
ITA 2019 GSA 19 GTR HKE 75.22155
ITA 2020 GSA 19 GTR HKE 42.93280
ITA 2007 GSA 19 LLD HKE 11.61793
ITA 2008 GSA 19 LLD HKE 0.31381
ITA 2004 GSA 19 LLS HKE 203.53482
ITA 2005 GSA 19 LLS HKE 146.72738
ITA 2006 GSA 19 LLS HKE 199.80071
ITA 2007 GSA 19 LLS HKE 274.59605
ITA 2008 GSA 19 LLS HKE 196.29858
ITA 2009 GSA 19 LLS HKE 295.99845
ITA 2010 GSA 19 LLS HKE 240.29996
ITA 2011 GSA 19 LLS HKE 237.57128
ITA 2012 GSA 19 LLS HKE 175.24423
ITA 2013 GSA 19 LLS HKE 235.52072
ITA 2014 GSA 19 LLS HKE 320.06172
ITA 2015 GSA 19 LLS HKE 214.53428
ITA 2016 GSA 19 LLS HKE 198.31779
ITA 2017 GSA 19 LLS HKE 131.22642
ITA 2018 GSA 19 LLS HKE 153.35027
ITA 2019 GSA 19 LLS HKE 125.88678
ITA 2020 GSA 19 LLS HKE 141.92260
ITA 2002 GSA 19 NA HKE 390.43934
ITA 2003 GSA 19 NA HKE 477.98629
ITA 2004 GSA 19 NA HKE 0.07745
ITA 2005 GSA 19 NA HKE 0.00730
ITA 2012 GSA 19 NA HKE 1.96204
ITA 2019 GSA 19 NA HKE 0.30643
ITA 2002 GSA 19 OTB HKE 687.74508
ITA 2003 GSA 19 OTB HKE 668.44946
ITA 2004 GSA 19 OTB HKE 1053.12379
ITA 2005 GSA 19 OTB HKE 1078.27388
ITA 2006 GSA 19 OTB HKE 1329.55330
ITA 2007 GSA 19 OTB HKE 571.50026
ITA 2008 GSA 19 OTB HKE 681.98124
ITA 2009 GSA 19 OTB HKE 651.92979
ITA 2010 GSA 19 OTB HKE 563.93299
ITA 2011 GSA 19 OTB HKE 533.70182
ITA 2012 GSA 19 OTB HKE 405.88679
ITA 2013 GSA 19 OTB HKE 236.98249
ITA 2014 GSA 19 OTB HKE 209.90783
ITA 2015 GSA 19 OTB HKE 303.51639
ITA 2016 GSA 19 OTB HKE 285.46208
ITA 2017 GSA 19 OTB HKE 336.79210
ITA 2018 GSA 19 OTB HKE 322.91881
ITA 2019 GSA 19 OTB HKE 409.61765
ITA 2020 GSA 19 OTB HKE 402.62967
ITA 2019 GSA 19 OTM HKE 0.72537
ITA 2002 GSA 19 PS HKE 15.97148
ITA 2003 GSA 19 PS HKE 0.71113
ITA 2005 GSA 19 PS HKE 17.46378
ITA 2015 GSA 19 PS HKE 48.96644
ITA 2016 GSA 19 PS HKE 22.97623
ITA 2017 GSA 19 PS HKE 0.05000
ITA 2018 GSA 19 PS HKE 0.00667
ITA 2019 GSA 19 PS HKE 2.41977
ITA 2006 GSA 19 PTM HKE 0.20453
ITA 2004 GSA 19 SB HKE 0.00672
ITA 2005 GSA 19 SB HKE 0.16278
ITA 2004 GSA 19 SV HKE 0.00672
ITA 2005 GSA 19 SV HKE 0.16278

2.3 Checks on landing volumes

2.3.1 Comparison of landing volumes aggregated by quarter and fishery accounting for vessel length

2.3.1.1 GSA 18

2.3.1.1.1 HKE
  • No landing volumes aggregated by quarter and fishery are reported with and without vessel codes at the same time for the selected combination: HKE - ITA - GSA 18

2.3.1.2 GSA 19

2.3.1.2.1 HKE
  • No landing volumes aggregated by quarter and fishery are reported with and without vessel codes at the same time for the selected combination: HKE - ITA - GSA 19

2.3.2 Comparison of landing volumes aggregated by fishery accounting for time frame

2.3.3 GSA 18

2.3.3.1 HKE

  • No landing volumes aggregated by fishery are reported for both the time frames (quarter/year) for the selected combination: HKE - ITA - GSA 18

2.3.4 GSA 19

2.3.4.1 HKE

  • No landing volumes aggregated by fishery are reported for both the time frames (quarter/year) for the selected combination: HKE - ITA - GSA 19

2.4 Kolmogorov-Smirnov test

The Kolmogorov-Smirnov test provides cumulative length distribution plots by fishery and year. The test is performed on couples of years to assess if their distributions belong to the same population. The table reports only the cases in which the distribution does not belong to the same population in the given comparison.

2.4.1 GSA 18

2.4.1.1 HKE

Plot of cumulative length distributions by fishery and year for HKE - ITA - GSA 18 TableGrob (2 x 2) “arrange”: 4 grobs z cells name grob OTB_NA 1 (1-1,1-1) arrange gtable[layout] LLS_DEF 2 (1-1,2-2) arrange gtable[layout] OTB_DEF 3 (2-2,1-1) arrange gtable[layout] OTB_MDD 4 (2-2,2-2) arrange gtable[layout]

Summary table of Kolmogorov-Smirnov test for HKE in GSA 18
Group NTot_yr1 NTot_yr2 Dmax Dcalc H0_p0.05 Comment ID
2002 vs 2003 47061.430 23079.2580 0.691 0.0139023 rejected not belong to same population OTB_NA
2002 vs 2004 47061.430 22079.8440 0.784 0.0141119 rejected not belong to same population OTB_NA
2002 vs 2005 47061.430 39480.8170 0.506 0.0118069 rejected not belong to same population OTB_NA
2002 vs 2007 47061.430 66916.7530 0.184 0.0104078 rejected not belong to same population OTB_NA
2002 vs 2008 47061.430 53043.6850 0.386 0.0109553 rejected not belong to same population OTB_NA
2003 vs 2004 23079.258 22079.8440 0.131 0.0162858 rejected not belong to same population OTB_NA
2003 vs 2005 23079.258 39480.8170 0.350 0.0143348 rejected not belong to same population OTB_NA
2003 vs 2007 23079.258 66916.7530 0.566 0.0132062 rejected not belong to same population OTB_NA
2003 vs 2008 23079.258 53043.6850 0.400 0.0136419 rejected not belong to same population OTB_NA
2004 vs 2005 22079.844 39480.8170 0.422 0.0145381 rejected not belong to same population OTB_NA
2004 vs 2007 22079.844 66916.7530 0.664 0.0134266 rejected not belong to same population OTB_NA
2004 vs 2008 22079.844 53043.6850 0.485 0.0138554 rejected not belong to same population OTB_NA
2005 vs 2007 39480.817 66916.7530 0.352 0.0109787 rejected not belong to same population OTB_NA
2005 vs 2008 39480.817 53043.6850 0.124 0.0114991 rejected not belong to same population OTB_NA
2007 vs 2008 66916.753 53043.6850 0.247 0.0100573 rejected not belong to same population OTB_NA
2004 vs 2005 274.012 817.8720 0.338 0.1207555 rejected not belong to same population LLS_DEF
2004 vs 2007 274.012 541.1320 0.295 0.1282705 rejected not belong to same population LLS_DEF
2004 vs 2008 274.012 442.4240 0.198 0.1329936 rejected not belong to same population LLS_DEF
2004 vs 2009 274.012 502.4710 0.194 0.1299187 rejected not belong to same population LLS_DEF
2004 vs 2010 274.012 581.5160 0.215 0.1267645 rejected not belong to same population LLS_DEF
2004 vs 2011 274.012 499.9060 0.254 0.1300363 rejected not belong to same population LLS_DEF
2004 vs 2012 274.012 650.7450 0.289 0.1245861 rejected not belong to same population LLS_DEF
2004 vs 2013 274.012 262.9490 0.495 0.1493471 rejected not belong to same population LLS_DEF
2004 vs 2014 274.012 220.1510 0.195 0.1565799 rejected not belong to same population LLS_DEF
2004 vs 2015 274.012 454.9380 0.288 0.1322922 rejected not belong to same population LLS_DEF
2004 vs 2016 274.012 793.7840 0.455 0.1212144 rejected not belong to same population LLS_DEF
2004 vs 2017 274.012 928.3170 0.526 0.1189391 rejected not belong to same population LLS_DEF
2004 vs 2018 274.012 436.0620 0.396 0.1333641 rejected not belong to same population LLS_DEF
2004 vs 2020 274.012 430.0004 0.464 0.1337264 rejected not belong to same population LLS_DEF
2005 vs 2007 817.872 541.1320 0.263 0.0958655 rejected not belong to same population LLS_DEF
2005 vs 2008 817.872 442.4240 0.450 0.1020987 rejected not belong to same population LLS_DEF
2005 vs 2009 817.872 502.4710 0.224 0.0980599 rejected not belong to same population LLS_DEF
2005 vs 2010 817.872 581.5160 0.264 0.0938408 rejected not belong to same population LLS_DEF
2005 vs 2011 817.872 499.9060 0.194 0.0982156 rejected not belong to same population LLS_DEF
2005 vs 2012 817.872 650.7450 0.171 0.0908766 rejected not belong to same population LLS_DEF
2005 vs 2013 817.872 262.9490 0.202 0.1226435 rejected not belong to same population LLS_DEF
2005 vs 2014 817.872 220.1510 0.254 0.1313550 rejected not belong to same population LLS_DEF
2005 vs 2015 817.872 454.9380 0.180 0.1011834 rejected not belong to same population LLS_DEF
2005 vs 2016 817.872 793.7840 0.188 0.0861963 rejected not belong to same population LLS_DEF
2005 vs 2017 817.872 928.3170 0.273 0.0829661 rejected not belong to same population LLS_DEF
2005 vs 2018 817.872 436.0620 0.193 0.1025809 rejected not belong to same population LLS_DEF
2005 vs 2020 817.872 430.0004 0.216 0.1030514 rejected not belong to same population LLS_DEF
2007 vs 2008 541.132 442.4240 0.335 0.1108855 rejected not belong to same population LLS_DEF
2007 vs 2009 541.132 502.4710 0.180 0.1071782 rejected not belong to same population LLS_DEF
2007 vs 2010 541.132 581.5160 0.196 0.1033321 rejected not belong to same population LLS_DEF
2007 vs 2011 541.132 499.9060 0.155 0.1073207 rejected not belong to same population LLS_DEF
2007 vs 2012 541.132 650.7450 0.245 0.1006479 rejected not belong to same population LLS_DEF
2007 vs 2013 541.132 262.9490 0.242 0.1300495 rejected not belong to same population LLS_DEF
2007 vs 2014 541.132 220.1510 0.189 0.1382952 rejected not belong to same population LLS_DEF
2007 vs 2015 541.132 454.9380 0.165 0.1100432 rejected not belong to same population LLS_DEF
2007 vs 2016 541.132 793.7840 0.287 0.0964429 rejected not belong to same population LLS_DEF
2007 vs 2017 541.132 928.3170 0.346 0.0935672 rejected not belong to same population LLS_DEF
2007 vs 2018 541.132 436.0620 0.265 0.1113296 rejected not belong to same population LLS_DEF
2007 vs 2020 541.132 430.0004 0.306 0.1117633 rejected not belong to same population LLS_DEF
2008 vs 2009 442.424 502.4710 0.304 0.1127880 rejected not belong to same population LLS_DEF
2008 vs 2010 442.424 581.5160 0.322 0.1091398 rejected not belong to same population LLS_DEF
2008 vs 2011 442.424 499.9060 0.358 0.1129234 rejected not belong to same population LLS_DEF
2008 vs 2012 442.424 650.7450 0.333 0.1066019 rejected not belong to same population LLS_DEF
2008 vs 2013 442.424 262.9490 0.539 0.1347102 rejected not belong to same population LLS_DEF
2008 vs 2014 442.424 220.1510 0.249 0.1426869 rejected not belong to same population LLS_DEF
2008 vs 2015 442.424 454.9380 0.355 0.1155140 rejected not belong to same population LLS_DEF
2008 vs 2016 442.424 793.7840 0.544 0.1026411 rejected not belong to same population LLS_DEF
2008 vs 2017 442.424 928.3170 0.601 0.0999439 rejected not belong to same population LLS_DEF
2008 vs 2018 442.424 436.0620 0.503 0.1167401 rejected not belong to same population LLS_DEF
2008 vs 2020 442.424 430.0004 0.563 0.1171538 rejected not belong to same population LLS_DEF
2009 vs 2012 502.471 650.7450 0.161 0.1027402 rejected not belong to same population LLS_DEF
2009 vs 2013 502.471 262.9490 0.334 0.1316754 rejected not belong to same population LLS_DEF
2009 vs 2015 502.471 454.9380 0.142 0.1119601 rejected not belong to same population LLS_DEF
2009 vs 2016 502.471 793.7840 0.283 0.0986245 rejected not belong to same population LLS_DEF
2009 vs 2017 502.471 928.3170 0.373 0.0958142 rejected not belong to same population LLS_DEF
2009 vs 2018 502.471 436.0620 0.219 0.1132247 rejected not belong to same population LLS_DEF
2009 vs 2020 502.471 430.0004 0.293 0.1136512 rejected not belong to same population LLS_DEF
2010 vs 2012 581.516 650.7450 0.189 0.0987214 rejected not belong to same population LLS_DEF
2010 vs 2013 581.516 262.9490 0.339 0.1285643 rejected not belong to same population LLS_DEF
2010 vs 2015 581.516 454.9380 0.167 0.1082840 rejected not belong to same population LLS_DEF
2010 vs 2016 581.516 793.7840 0.275 0.0944306 rejected not belong to same population LLS_DEF
2010 vs 2017 581.516 928.3170 0.376 0.0914917 rejected not belong to same population LLS_DEF
2010 vs 2018 581.516 436.0620 0.202 0.1095910 rejected not belong to same population LLS_DEF
2010 vs 2020 581.516 430.0004 0.306 0.1100316 rejected not belong to same population LLS_DEF
2011 vs 2012 499.906 650.7450 0.119 0.1028889 rejected not belong to same population LLS_DEF
2011 vs 2013 499.906 262.9490 0.288 0.1317914 rejected not belong to same population LLS_DEF
2011 vs 2016 499.906 793.7840 0.239 0.0987793 rejected not belong to same population LLS_DEF
2011 vs 2017 499.906 928.3170 0.341 0.0959736 rejected not belong to same population LLS_DEF
2011 vs 2018 499.906 436.0620 0.163 0.1133596 rejected not belong to same population LLS_DEF
2011 vs 2020 499.906 430.0004 0.241 0.1137856 rejected not belong to same population LLS_DEF
2012 vs 2013 650.745 262.9490 0.210 0.1264169 rejected not belong to same population LLS_DEF
2012 vs 2014 650.745 220.1510 0.198 0.1348850 rejected not belong to same population LLS_DEF
2012 vs 2016 650.745 793.7840 0.211 0.0914856 rejected not belong to same population LLS_DEF
2012 vs 2017 650.745 928.3170 0.276 0.0884488 rejected not belong to same population LLS_DEF
2012 vs 2018 650.745 436.0620 0.177 0.1070638 rejected not belong to same population LLS_DEF
2012 vs 2020 650.745 430.0004 0.233 0.1075147 rejected not belong to same population LLS_DEF
2013 vs 2014 262.949 220.1510 0.337 0.1580405 rejected not belong to same population LLS_DEF
2013 vs 2015 262.949 454.9380 0.207 0.1340177 rejected not belong to same population LLS_DEF
2013 vs 2016 262.949 793.7840 0.160 0.1230954 rejected not belong to same population LLS_DEF
2013 vs 2017 262.949 928.3170 0.127 0.1208555 rejected not belong to same population LLS_DEF
2013 vs 2018 262.949 436.0620 0.171 0.1350760 rejected not belong to same population LLS_DEF
2014 vs 2015 220.151 454.9380 0.157 0.1420333 rejected not belong to same population LLS_DEF
2014 vs 2016 220.151 793.7840 0.295 0.1317770 rejected not belong to same population LLS_DEF
2014 vs 2017 220.151 928.3170 0.382 0.1296872 rejected not belong to same population LLS_DEF
2014 vs 2018 220.151 436.0620 0.254 0.1430323 rejected not belong to same population LLS_DEF
2014 vs 2020 220.151 430.0004 0.315 0.1433701 rejected not belong to same population LLS_DEF
2015 vs 2016 454.938 793.7840 0.198 0.1017306 rejected not belong to same population LLS_DEF
2015 vs 2017 454.938 928.3170 0.264 0.0990086 rejected not belong to same population LLS_DEF
2015 vs 2018 454.938 436.0620 0.156 0.1159404 rejected not belong to same population LLS_DEF
2015 vs 2020 454.938 430.0004 0.227 0.1163569 rejected not belong to same population LLS_DEF
2016 vs 2017 793.784 928.3170 0.174 0.0836327 rejected not belong to same population LLS_DEF
2016 vs 2020 793.784 430.0004 0.107 0.1035888 rejected not belong to same population LLS_DEF
2017 vs 2018 928.317 436.0620 0.188 0.1004364 rejected not belong to same population LLS_DEF
2018 vs 2020 436.062 430.0004 0.131 0.1175742 rejected not belong to same population LLS_DEF
2009 vs 2010 43576.651 42166.4470 0.086 0.0118178 rejected not belong to same population OTB_DEF
2009 vs 2011 43576.651 38052.3220 0.076 0.0121381 rejected not belong to same population OTB_DEF
2009 vs 2012 43576.651 52004.6550 0.324 0.0112353 rejected not belong to same population OTB_DEF
2009 vs 2013 43576.651 33507.4590 0.091 0.0125699 rejected not belong to same population OTB_DEF
2009 vs 2014 43576.651 33579.6040 0.283 0.0125622 rejected not belong to same population OTB_DEF
2009 vs 2015 43576.651 19053.5020 0.144 0.0150253 rejected not belong to same population OTB_DEF
2009 vs 2016 43576.651 23313.0750 0.063 0.0140378 rejected not belong to same population OTB_DEF
2009 vs 2017 43576.651 22344.8590 0.052 0.0142346 rejected not belong to same population OTB_DEF
2009 vs 2018 43576.651 22831.6660 0.131 0.0141339 rejected not belong to same population OTB_DEF
2009 vs 2020 43576.651 14595.1918 0.035 0.0165451 rejected not belong to same population OTB_DEF
2010 vs 2011 42166.447 38052.3220 0.129 0.0122324 rejected not belong to same population OTB_DEF
2010 vs 2012 42166.447 52004.6550 0.303 0.0113371 rejected not belong to same population OTB_DEF
2010 vs 2013 42166.447 33507.4590 0.083 0.0126609 rejected not belong to same population OTB_DEF
2010 vs 2014 42166.447 33579.6040 0.259 0.0126533 rejected not belong to same population OTB_DEF
2010 vs 2015 42166.447 19053.5020 0.216 0.0151016 rejected not belong to same population OTB_DEF
2010 vs 2016 42166.447 23313.0750 0.119 0.0141194 rejected not belong to same population OTB_DEF
2010 vs 2017 42166.447 22344.8590 0.080 0.0143150 rejected not belong to same population OTB_DEF
2010 vs 2018 42166.447 22831.6660 0.172 0.0142149 rejected not belong to same population OTB_DEF
2010 vs 2020 42166.447 14595.1918 0.086 0.0166144 rejected not belong to same population OTB_DEF
2011 vs 2012 38052.322 52004.6550 0.379 0.0116706 rejected not belong to same population OTB_DEF
2011 vs 2013 38052.322 33507.4590 0.074 0.0129604 rejected not belong to same population OTB_DEF
2011 vs 2014 38052.322 33579.6040 0.335 0.0129530 rejected not belong to same population OTB_DEF
2011 vs 2015 38052.322 19053.5020 0.102 0.0153535 rejected not belong to same population OTB_DEF
2011 vs 2016 38052.322 23313.0750 0.059 0.0143886 rejected not belong to same population OTB_DEF
2011 vs 2017 38052.322 22344.8590 0.069 0.0145806 rejected not belong to same population OTB_DEF
2011 vs 2018 38052.322 22831.6660 0.089 0.0144823 rejected not belong to same population OTB_DEF
2011 vs 2020 38052.322 14595.1918 0.044 0.0168438 rejected not belong to same population OTB_DEF
2012 vs 2013 52004.655 33507.4590 0.378 0.0121190 rejected not belong to same population OTB_DEF
2012 vs 2014 52004.655 33579.6040 0.044 0.0121111 rejected not belong to same population OTB_DEF
2012 vs 2015 52004.655 19053.5020 0.464 0.0146502 rejected not belong to same population OTB_DEF
2012 vs 2016 52004.655 23313.0750 0.387 0.0136356 rejected not belong to same population OTB_DEF
2012 vs 2017 52004.655 22344.8590 0.356 0.0138381 rejected not belong to same population OTB_DEF
2012 vs 2018 52004.655 22831.6660 0.454 0.0137345 rejected not belong to same population OTB_DEF
2012 vs 2020 52004.655 14595.1918 0.355 0.0162053 rejected not belong to same population OTB_DEF
2013 vs 2014 33507.459 33579.6040 0.334 0.0133585 rejected not belong to same population OTB_DEF
2013 vs 2015 33507.459 19053.5020 0.159 0.0156971 rejected not belong to same population OTB_DEF
2013 vs 2016 33507.459 23313.0750 0.068 0.0147546 rejected not belong to same population OTB_DEF
2013 vs 2017 33507.459 22344.8590 0.073 0.0149419 rejected not belong to same population OTB_DEF
2013 vs 2018 33507.459 22831.6660 0.114 0.0148461 rejected not belong to same population OTB_DEF
2013 vs 2020 33507.459 14595.1918 0.056 0.0171575 rejected not belong to same population OTB_DEF
2014 vs 2015 33579.604 19053.5020 0.424 0.0156910 rejected not belong to same population OTB_DEF
2014 vs 2016 33579.604 23313.0750 0.346 0.0147481 rejected not belong to same population OTB_DEF
2014 vs 2017 33579.604 22344.8590 0.312 0.0149355 rejected not belong to same population OTB_DEF
2014 vs 2018 33579.604 22831.6660 0.410 0.0148396 rejected not belong to same population OTB_DEF
2014 vs 2020 33579.604 14595.1918 0.314 0.0171519 rejected not belong to same population OTB_DEF
2015 vs 2016 19053.502 23313.0750 0.105 0.0168955 rejected not belong to same population OTB_DEF
2015 vs 2017 19053.502 22344.8590 0.145 0.0170593 rejected not belong to same population OTB_DEF
2015 vs 2018 19053.502 22831.6660 0.078 0.0169754 rejected not belong to same population OTB_DEF
2015 vs 2020 19053.502 14595.1918 0.130 0.0190300 rejected not belong to same population OTB_DEF
2016 vs 2017 23313.075 22344.8590 0.040 0.0161963 rejected not belong to same population OTB_DEF
2016 vs 2018 23313.075 22831.6660 0.073 0.0161079 rejected not belong to same population OTB_DEF
2016 vs 2020 23313.075 14595.1918 0.038 0.0182603 rejected not belong to same population OTB_DEF
2017 vs 2018 22344.859 22831.6660 0.102 0.0162796 rejected not belong to same population OTB_DEF
2017 vs 2020 22344.859 14595.1918 0.034 0.0184120 rejected not belong to same population OTB_DEF
2018 vs 2020 22831.666 14595.1918 0.100 0.0183343 rejected not belong to same population OTB_DEF
2009 vs 2010 5981.381 6740.8010 0.164 0.0307306 rejected not belong to same population OTB_MDD
2009 vs 2011 5981.381 4043.4320 0.068 0.0352215 rejected not belong to same population OTB_MDD
2009 vs 2012 5981.381 1847.4640 0.100 0.0460475 rejected not belong to same population OTB_MDD
2009 vs 2013 5981.381 999.2900 0.197 0.0591219 rejected not belong to same population OTB_MDD
2009 vs 2014 5981.381 710.4730 0.097 0.0686507 rejected not belong to same population OTB_MDD
2009 vs 2015 5981.381 1207.6270 0.255 0.0545775 rejected not belong to same population OTB_MDD
2009 vs 2017 5981.381 2674.7560 0.147 0.0402407 rejected not belong to same population OTB_MDD
2009 vs 2018 5981.381 1670.9800 0.134 0.0478693 rejected not belong to same population OTB_MDD
2009 vs 2020 5981.381 787.8286 0.150 0.0655690 rejected not belong to same population OTB_MDD
2010 vs 2011 6740.801 4043.4320 0.126 0.0344120 rejected not belong to same population OTB_MDD
2010 vs 2012 6740.801 1847.4640 0.248 0.0454313 rejected not belong to same population OTB_MDD
2010 vs 2013 6740.801 999.2900 0.076 0.0586432 rejected not belong to same population OTB_MDD
2010 vs 2014 6740.801 710.4730 0.179 0.0682389 rejected not belong to same population OTB_MDD
2010 vs 2015 6740.801 1207.6270 0.309 0.0540586 rejected not belong to same population OTB_MDD
2010 vs 2016 6740.801 469.3880 0.171 0.0825843 rejected not belong to same population OTB_MDD
2010 vs 2017 6740.801 2674.7560 0.140 0.0395340 rejected not belong to same population OTB_MDD
2010 vs 2018 6740.801 1670.9800 0.122 0.0472769 rejected not belong to same population OTB_MDD
2010 vs 2020 6740.801 787.8286 0.138 0.0651377 rejected not belong to same population OTB_MDD
2011 vs 2012 4043.432 1847.4640 0.150 0.0485818 rejected not belong to same population OTB_MDD
2011 vs 2013 4043.432 999.2900 0.131 0.0611164 rejected not belong to same population OTB_MDD
2011 vs 2015 4043.432 1207.6270 0.195 0.0567320 rejected not belong to same population OTB_MDD
2011 vs 2017 4043.432 2674.7560 0.093 0.0431176 rejected not belong to same population OTB_MDD
2011 vs 2018 4043.432 1670.9800 0.101 0.0503120 rejected not belong to same population OTB_MDD
2011 vs 2020 4043.432 787.8286 0.090 0.0673729 rejected not belong to same population OTB_MDD
2012 vs 2013 1847.464 999.2900 0.281 0.0679340 rejected not belong to same population OTB_MDD
2012 vs 2014 1847.464 710.4730 0.153 0.0763711 rejected not belong to same population OTB_MDD
2012 vs 2015 1847.464 1207.6270 0.172 0.0640182 rejected not belong to same population OTB_MDD
2012 vs 2016 1847.464 469.3880 0.141 0.0894214 rejected not belong to same population OTB_MDD
2012 vs 2017 1847.464 2674.7560 0.231 0.0523350 rejected not belong to same population OTB_MDD
2012 vs 2018 1847.464 1670.9800 0.219 0.0584047 rejected not belong to same population OTB_MDD
2012 vs 2020 1847.464 787.8286 0.234 0.0736134 rejected not belong to same population OTB_MDD
2013 vs 2014 999.290 710.4730 0.183 0.0848974 rejected not belong to same population OTB_MDD
2013 vs 2015 999.290 1207.6270 0.310 0.0739821 rejected not belong to same population OTB_MDD
2013 vs 2016 999.290 469.3880 0.176 0.0968050 rejected not belong to same population OTB_MDD
2013 vs 2017 999.290 2674.7560 0.096 0.0641402 rejected not belong to same population OTB_MDD
2013 vs 2018 999.290 1670.9800 0.075 0.0691819 rejected not belong to same population OTB_MDD
2013 vs 2020 999.290 787.8286 0.116 0.0824254 rejected not belong to same population OTB_MDD
2014 vs 2015 710.473 1207.6270 0.159 0.0817978 rejected not belong to same population OTB_MDD
2014 vs 2017 710.473 2674.7560 0.138 0.0730170 rejected not belong to same population OTB_MDD
2014 vs 2018 710.473 1670.9800 0.154 0.0774832 rejected not belong to same population OTB_MDD
2014 vs 2020 710.473 787.8286 0.135 0.0895068 rejected not belong to same population OTB_MDD
2015 vs 2016 1207.627 469.3880 0.174 0.0940984 rejected not belong to same population OTB_MDD
2015 vs 2017 1207.627 2674.7560 0.264 0.0599773 rejected not belong to same population OTB_MDD
2015 vs 2018 1207.627 1670.9800 0.280 0.0653409 rejected not belong to same population OTB_MDD
2015 vs 2020 1207.627 787.8286 0.260 0.0792291 rejected not belong to same population OTB_MDD
2016 vs 2017 469.388 2674.7560 0.130 0.0865744 rejected not belong to same population OTB_MDD
2016 vs 2018 469.388 1670.9800 0.146 0.0903730 rejected not belong to same population OTB_MDD
2016 vs 2020 469.388 787.8286 0.126 0.1008717 rejected not belong to same population OTB_MDD
2018 vs 2020 1670.980 787.8286 0.076 0.0747665 rejected not belong to same population OTB_MDD

2.4.2 GSA 19

2.4.2.1 HKE

Plot of cumulative length distributions by fishery and year for HKE - ITA - GSA 19 TableGrob (3 x 3) “arrange”: 7 grobs z cells name grob OTB_NA 1 (1-1,1-1) arrange gtable[layout] LLS_DEF 2 (1-1,2-2) arrange gtable[layout] GNS_DEF 3 (1-1,3-3) arrange gtable[layout] GTR_DEF 4 (2-2,1-1) arrange gtable[layout] OTB_DEF 5 (2-2,2-2) arrange gtable[layout] OTB_DWS 6 (2-2,3-3) arrange gtable[layout] OTB_MDD 7 (3-3,1-1) arrange gtable[layout]

Summary table of Kolmogorov-Smirnov test for HKE in GSA 19
Group NTot_yr1 NTot_yr2 Dmax Dcalc H0_p0.05 Comment ID
2003 vs 2004 5163.71500 8351.7830 0.116 0.0306261 rejected not belong to same population OTB_NA
2003 vs 2005 5163.71500 21930.7710 0.565 0.0267595 rejected not belong to same population OTB_NA
2003 vs 2006 5163.71500 19568.0160 0.447 0.0270657 rejected not belong to same population OTB_NA
2003 vs 2007 5163.71500 7533.4030 0.348 0.0312552 rejected not belong to same population OTB_NA
2003 vs 2008 5163.71500 15221.5780 0.580 0.0278608 rejected not belong to same population OTB_NA
2003 vs 2009 5163.71500 6617.3120 0.310 0.0321230 rejected not belong to same population OTB_NA
2003 vs 2014 5163.71500 2646.6070 0.368 0.0413575 rejected not belong to same population OTB_NA
2003 vs 2015 5163.71500 6484.8930 0.554 0.0322664 rejected not belong to same population OTB_NA
2003 vs 2016 5163.71500 6156.7530 0.599 0.0326453 rejected not belong to same population OTB_NA
2004 vs 2005 8351.78300 21930.7710 0.496 0.0222447 rejected not belong to same population OTB_NA
2004 vs 2006 8351.78300 19568.0160 0.382 0.0226120 rejected not belong to same population OTB_NA
2004 vs 2007 8351.78300 7533.4030 0.264 0.0274889 rejected not belong to same population OTB_NA
2004 vs 2008 8351.78300 15221.5780 0.510 0.0235579 rejected not belong to same population OTB_NA
2004 vs 2009 8351.78300 6617.3120 0.229 0.0284717 rejected not belong to same population OTB_NA
2004 vs 2014 8351.78300 2646.6070 0.300 0.0385901 rejected not belong to same population OTB_NA
2004 vs 2015 8351.78300 6484.8930 0.485 0.0286334 rejected not belong to same population OTB_NA
2004 vs 2016 8351.78300 6156.7530 0.530 0.0290598 rejected not belong to same population OTB_NA
2005 vs 2006 21930.77100 19568.0160 0.136 0.0170123 rejected not belong to same population OTB_NA
2005 vs 2007 21930.77100 7533.4030 0.250 0.0231031 rejected not belong to same population OTB_NA
2005 vs 2008 21930.77100 15221.5780 0.205 0.0182508 rejected not belong to same population OTB_NA
2005 vs 2009 21930.77100 6617.3120 0.295 0.0242642 rejected not belong to same population OTB_NA
2005 vs 2014 21930.77100 2646.6070 0.209 0.0355994 rejected not belong to same population OTB_NA
2005 vs 2015 21930.77100 6484.8930 0.194 0.0244538 rejected not belong to same population OTB_NA
2005 vs 2016 21930.77100 6156.7530 0.153 0.0249517 rejected not belong to same population OTB_NA
2006 vs 2007 19568.01600 7533.4030 0.301 0.0234570 rejected not belong to same population OTB_NA
2006 vs 2008 19568.01600 15221.5780 0.132 0.0186968 rejected not belong to same population OTB_NA
2006 vs 2009 19568.01600 6617.3120 0.311 0.0246015 rejected not belong to same population OTB_NA
2006 vs 2014 19568.01600 2646.6070 0.127 0.0358301 rejected not belong to same population OTB_NA
2006 vs 2015 19568.01600 6484.8930 0.144 0.0247885 rejected not belong to same population OTB_NA
2006 vs 2016 19568.01600 6156.7530 0.152 0.0252797 rejected not belong to same population OTB_NA
2007 vs 2008 7533.40300 15221.5780 0.403 0.0243702 rejected not belong to same population OTB_NA
2007 vs 2009 7533.40300 6617.3120 0.078 0.0291473 rejected not belong to same population OTB_NA
2007 vs 2014 7533.40300 2646.6070 0.198 0.0390913 rejected not belong to same population OTB_NA
2007 vs 2015 7533.40300 6484.8930 0.435 0.0293053 rejected not belong to same population OTB_NA
2007 vs 2016 7533.40300 6156.7530 0.389 0.0297221 rejected not belong to same population OTB_NA
2008 vs 2009 15221.57800 6617.3120 0.400 0.0254736 rejected not belong to same population OTB_NA
2008 vs 2014 15221.57800 2646.6070 0.215 0.0364344 rejected not belong to same population OTB_NA
2008 vs 2015 15221.57800 6484.8930 0.058 0.0256543 rejected not belong to same population OTB_NA
2008 vs 2016 15221.57800 6156.7530 0.058 0.0261293 rejected not belong to same population OTB_NA
2009 vs 2014 6617.31200 2646.6070 0.191 0.0397885 rejected not belong to same population OTB_NA
2009 vs 2015 6617.31200 6484.8930 0.428 0.0302292 rejected not belong to same population OTB_NA
2009 vs 2016 6617.31200 6156.7530 0.391 0.0306333 rejected not belong to same population OTB_NA
2014 vs 2015 2646.60700 6484.8930 0.237 0.0399044 rejected not belong to same population OTB_NA
2014 vs 2016 2646.60700 6156.7530 0.232 0.0402115 rejected not belong to same population OTB_NA
2015 vs 2016 6484.89300 6156.7530 0.068 0.0307837 rejected not belong to same population OTB_NA
2004 vs 2005 125.49600 479.1100 0.695 0.1734801 rejected not belong to same population LLS_DEF
2004 vs 2006 125.49600 360.5546 0.539 0.1793025 rejected not belong to same population LLS_DEF
2004 vs 2007 125.49600 317.1960 0.364 0.1824392 rejected not belong to same population LLS_DEF
2004 vs 2008 125.49600 296.9340 0.461 0.1841953 rejected not belong to same population LLS_DEF
2004 vs 2009 125.49600 599.2620 0.575 0.1698319 rejected not belong to same population LLS_DEF
2004 vs 2010 125.49600 342.6070 0.468 0.1805110 rejected not belong to same population LLS_DEF
2004 vs 2011 125.49600 536.8144 0.650 0.1715339 rejected not belong to same population LLS_DEF
2004 vs 2012 125.49600 502.4665 0.636 0.1726412 rejected not belong to same population LLS_DEF
2004 vs 2013 125.49600 592.9020 0.665 0.1699896 rejected not belong to same population LLS_DEF
2004 vs 2014 125.49600 393.0860 0.413 0.1773765 rejected not belong to same population LLS_DEF
2004 vs 2015 125.49600 347.0700 0.518 0.1801996 rejected not belong to same population LLS_DEF
2004 vs 2016 125.49600 284.2190 0.483 0.1854153 rejected not belong to same population LLS_DEF
2004 vs 2017 125.49600 334.9080 0.639 0.1810664 rejected not belong to same population LLS_DEF
2004 vs 2018 125.49600 452.9370 0.726 0.1745174 rejected not belong to same population LLS_DEF
2004 vs 2019 125.49600 314.5620 0.671 0.1826556 rejected not belong to same population LLS_DEF
2004 vs 2020 125.49600 348.1637 0.640 0.1801244 rejected not belong to same population LLS_DEF
2005 vs 2006 479.11000 360.5546 0.324 0.1206135 rejected not belong to same population LLS_DEF
2005 vs 2007 479.11000 317.1960 0.600 0.1252289 rejected not belong to same population LLS_DEF
2005 vs 2008 479.11000 296.9340 0.320 0.1277738 rejected not belong to same population LLS_DEF
2005 vs 2009 479.11000 599.2620 0.291 0.1060241 rejected not belong to same population LLS_DEF
2005 vs 2010 479.11000 342.6070 0.504 0.1224028 rejected not belong to same population LLS_DEF
2005 vs 2011 479.11000 536.8144 0.155 0.1087294 rejected not belong to same population LLS_DEF
2005 vs 2013 479.11000 592.9020 0.286 0.1062764 rejected not belong to same population LLS_DEF
2005 vs 2014 479.11000 393.0860 0.554 0.1177312 rejected not belong to same population LLS_DEF
2005 vs 2015 479.11000 347.0700 0.361 0.1219431 rejected not belong to same population LLS_DEF
2005 vs 2016 479.11000 284.2190 0.528 0.1295263 rejected not belong to same population LLS_DEF
2005 vs 2017 479.11000 334.9080 0.187 0.1232204 rejected not belong to same population LLS_DEF
2005 vs 2018 479.11000 452.9370 0.147 0.1133779 rejected not belong to same population LLS_DEF
2005 vs 2019 479.11000 314.5620 0.312 0.1255440 rejected not belong to same population LLS_DEF
2005 vs 2020 479.11000 348.1637 0.311 0.1218320 rejected not belong to same population LLS_DEF
2006 vs 2007 360.55461 317.1960 0.288 0.1331778 rejected not belong to same population LLS_DEF
2006 vs 2010 360.55461 342.6070 0.231 0.1305239 rejected not belong to same population LLS_DEF
2006 vs 2011 360.55461 536.8144 0.284 0.1177969 rejected not belong to same population LLS_DEF
2006 vs 2012 360.55461 502.4665 0.273 0.1194037 rejected not belong to same population LLS_DEF
2006 vs 2013 360.55461 592.9020 0.198 0.1155366 rejected not belong to same population LLS_DEF
2006 vs 2014 360.55461 393.0860 0.246 0.1261534 rejected not belong to same population LLS_DEF
2006 vs 2016 360.55461 284.2190 0.253 0.1372264 rejected not belong to same population LLS_DEF
2006 vs 2017 360.55461 334.9080 0.173 0.1312909 rejected not belong to same population LLS_DEF
2006 vs 2018 360.55461 452.9370 0.291 0.1221007 rejected not belong to same population LLS_DEF
2006 vs 2019 360.55461 314.5620 0.179 0.1334741 rejected not belong to same population LLS_DEF
2006 vs 2020 360.55461 348.1637 0.151 0.1299887 rejected not belong to same population LLS_DEF
2007 vs 2008 317.19600 296.9340 0.288 0.1396955 rejected not belong to same population LLS_DEF
2007 vs 2009 317.19600 599.2620 0.309 0.1201241 rejected not belong to same population LLS_DEF
2007 vs 2011 317.19600 536.8144 0.536 0.1225185 rejected not belong to same population LLS_DEF
2007 vs 2012 317.19600 502.4665 0.524 0.1240641 rejected not belong to same population LLS_DEF
2007 vs 2013 317.19600 592.9020 0.470 0.1203469 rejected not belong to same population LLS_DEF
2007 vs 2015 317.19600 347.0700 0.337 0.1343831 rejected not belong to same population LLS_DEF
2007 vs 2016 317.19600 284.2190 0.153 0.1413002 rejected not belong to same population LLS_DEF
2007 vs 2017 317.19600 334.9080 0.427 0.1355433 rejected not belong to same population LLS_DEF
2007 vs 2018 317.19600 452.9370 0.560 0.1266620 rejected not belong to same population LLS_DEF
2007 vs 2019 317.19600 314.5620 0.467 0.1376590 rejected not belong to same population LLS_DEF
2007 vs 2020 317.19600 348.1637 0.415 0.1342823 rejected not belong to same population LLS_DEF
2008 vs 2009 296.93400 599.2620 0.125 0.1227748 rejected not belong to same population LLS_DEF
2008 vs 2010 296.93400 342.6070 0.229 0.1371678 rejected not belong to same population LLS_DEF
2008 vs 2011 296.93400 536.8144 0.268 0.1251185 rejected not belong to same population LLS_DEF
2008 vs 2012 296.93400 502.4665 0.245 0.1266324 rejected not belong to same population LLS_DEF
2008 vs 2013 296.93400 592.9020 0.225 0.1229928 rejected not belong to same population LLS_DEF
2008 vs 2014 296.93400 393.0860 0.259 0.1330158 rejected not belong to same population LLS_DEF
2008 vs 2016 296.93400 284.2190 0.241 0.1435605 rejected not belong to same population LLS_DEF
2008 vs 2017 296.93400 334.9080 0.202 0.1378979 rejected not belong to same population LLS_DEF
2008 vs 2018 296.93400 452.9370 0.306 0.1291786 rejected not belong to same population LLS_DEF
2008 vs 2019 296.93400 314.5620 0.242 0.1399780 rejected not belong to same population LLS_DEF
2008 vs 2020 296.93400 348.1637 0.190 0.1366587 rejected not belong to same population LLS_DEF
2009 vs 2010 599.26200 342.6070 0.255 0.1171750 rejected not belong to same population LLS_DEF
2009 vs 2011 599.26200 536.8144 0.233 0.1028086 rejected not belong to same population LLS_DEF
2009 vs 2012 599.26200 502.4665 0.233 0.1046457 rejected not belong to same population LLS_DEF
2009 vs 2013 599.26200 592.9020 0.169 0.1002107 rejected not belong to same population LLS_DEF
2009 vs 2014 599.26200 393.0860 0.285 0.1122861 rejected not belong to same population LLS_DEF
2009 vs 2016 599.26200 284.2190 0.268 0.1245976 rejected not belong to same population LLS_DEF
2009 vs 2017 599.26200 334.9080 0.141 0.1180288 rejected not belong to same population LLS_DEF
2009 vs 2018 599.26200 452.9370 0.259 0.1077129 rejected not belong to same population LLS_DEF
2009 vs 2019 599.26200 314.5620 0.165 0.1204525 rejected not belong to same population LLS_DEF
2010 vs 2011 342.60700 536.8144 0.475 0.1196284 rejected not belong to same population LLS_DEF
2010 vs 2012 342.60700 502.4665 0.431 0.1212109 rejected not belong to same population LLS_DEF
2010 vs 2013 342.60700 592.9020 0.403 0.1174034 rejected not belong to same population LLS_DEF
2010 vs 2015 342.60700 347.0700 0.269 0.1317535 rejected not belong to same population LLS_DEF
2010 vs 2017 342.60700 334.9080 0.360 0.1329366 rejected not belong to same population LLS_DEF
2010 vs 2018 342.60700 452.9370 0.493 0.1238686 rejected not belong to same population LLS_DEF
2010 vs 2019 342.60700 314.5620 0.400 0.1350932 rejected not belong to same population LLS_DEF
2010 vs 2020 342.60700 348.1637 0.364 0.1316507 rejected not belong to same population LLS_DEF
2011 vs 2012 536.81439 502.4665 0.126 0.1073858 rejected not belong to same population LLS_DEF
2011 vs 2013 536.81439 592.9020 0.249 0.1030688 rejected not belong to same population LLS_DEF
2011 vs 2014 536.81439 393.0860 0.518 0.1148440 rejected not belong to same population LLS_DEF
2011 vs 2015 536.81439 347.0700 0.278 0.1191580 rejected not belong to same population LLS_DEF
2011 vs 2016 536.81439 284.2190 0.497 0.1269077 rejected not belong to same population LLS_DEF
2011 vs 2017 536.81439 334.9080 0.138 0.1204649 rejected not belong to same population LLS_DEF
2011 vs 2018 536.81439 452.9370 0.137 0.1103769 rejected not belong to same population LLS_DEF
2011 vs 2019 536.81439 314.5620 0.297 0.1228405 rejected not belong to same population LLS_DEF
2011 vs 2020 536.81439 348.1637 0.251 0.1190443 rejected not belong to same population LLS_DEF
2012 vs 2013 502.46654 592.9020 0.271 0.1049014 rejected not belong to same population LLS_DEF
2012 vs 2014 502.46654 393.0860 0.479 0.1164915 rejected not belong to same population LLS_DEF
2012 vs 2015 502.46654 347.0700 0.286 0.1207466 rejected not belong to same population LLS_DEF
2012 vs 2016 502.46654 284.2190 0.454 0.1284005 rejected not belong to same population LLS_DEF
2012 vs 2017 502.46654 334.9080 0.124 0.1220365 rejected not belong to same population LLS_DEF
2012 vs 2018 502.46654 452.9370 0.159 0.1120900 rejected not belong to same population LLS_DEF
2012 vs 2019 502.46654 314.5620 0.304 0.1243821 rejected not belong to same population LLS_DEF
2012 vs 2020 502.46654 348.1637 0.252 0.1206344 rejected not belong to same population LLS_DEF
2013 vs 2014 592.90200 393.0860 0.427 0.1125244 rejected not belong to same population LLS_DEF
2013 vs 2015 592.90200 347.0700 0.167 0.1169240 rejected not belong to same population LLS_DEF
2013 vs 2016 592.90200 284.2190 0.425 0.1248124 rejected not belong to same population LLS_DEF
2013 vs 2017 592.90200 334.9080 0.162 0.1182555 rejected not belong to same population LLS_DEF
2013 vs 2018 592.90200 452.9370 0.162 0.1079613 rejected not belong to same population LLS_DEF
2014 vs 2015 393.08600 347.0700 0.294 0.1274252 rejected not belong to same population LLS_DEF
2014 vs 2017 393.08600 334.9080 0.390 0.1286481 rejected not belong to same population LLS_DEF
2014 vs 2018 393.08600 452.9370 0.517 0.1192544 rejected not belong to same population LLS_DEF
2014 vs 2019 393.08600 314.5620 0.418 0.1308753 rejected not belong to same population LLS_DEF
2014 vs 2020 393.08600 348.1637 0.373 0.1273189 rejected not belong to same population LLS_DEF
2015 vs 2016 347.07000 284.2190 0.289 0.1383965 rejected not belong to same population LLS_DEF
2015 vs 2017 347.07000 334.9080 0.177 0.1325135 rejected not belong to same population LLS_DEF
2015 vs 2018 347.07000 452.9370 0.270 0.1234143 rejected not belong to same population LLS_DEF
2015 vs 2019 347.07000 314.5620 0.153 0.1346768 rejected not belong to same population LLS_DEF
2015 vs 2020 347.07000 348.1637 0.136 0.1312234 rejected not belong to same population LLS_DEF
2016 vs 2017 284.21900 334.9080 0.379 0.1395233 rejected not belong to same population LLS_DEF
2016 vs 2018 284.21900 452.9370 0.513 0.1309123 rejected not belong to same population LLS_DEF
2016 vs 2019 284.21900 314.5620 0.408 0.1415795 rejected not belong to same population LLS_DEF
2016 vs 2020 284.21900 348.1637 0.374 0.1382986 rejected not belong to same population LLS_DEF
2017 vs 2018 334.90800 452.9370 0.156 0.1246766 rejected not belong to same population LLS_DEF
2017 vs 2019 334.90800 314.5620 0.211 0.1358344 rejected not belong to same population LLS_DEF
2017 vs 2020 334.90800 348.1637 0.160 0.1324112 rejected not belong to same population LLS_DEF
2018 vs 2019 452.93700 314.5620 0.196 0.1269735 rejected not belong to same population LLS_DEF
2018 vs 2020 452.93700 348.1637 0.210 0.1233045 rejected not belong to same population LLS_DEF
2005 vs 2006 165.15483 70.0870 0.273 0.2466261 rejected not belong to same population GNS_DEF
2005 vs 2008 165.15483 123.6330 0.465 0.2057419 rejected not belong to same population GNS_DEF
2005 vs 2011 165.15483 227.2550 0.204 0.1768942 rejected not belong to same population GNS_DEF
2005 vs 2012 165.15483 171.8550 0.450 0.1885127 rejected not belong to same population GNS_DEF
2005 vs 2013 165.15483 824.1370 0.332 0.1474901 rejected not belong to same population GNS_DEF
2005 vs 2014 165.15483 451.5760 0.578 0.1573196 rejected not belong to same population GNS_DEF
2005 vs 2015 165.15483 1596.6330 0.326 0.1414082 rejected not belong to same population GNS_DEF
2005 vs 2016 165.15483 1127.4810 0.181 0.1441398 rejected not belong to same population GNS_DEF
2005 vs 2017 165.15483 994.8690 0.378 0.1453620 rejected not belong to same population GNS_DEF
2005 vs 2018 165.15483 781.0890 0.207 0.1481671 rejected not belong to same population GNS_DEF
2005 vs 2020 165.15483 225.3718 0.181 0.1772050 rejected not belong to same population GNS_DEF
2006 vs 2008 70.08700 123.6330 0.477 0.2586708 rejected not belong to same population GNS_DEF
2006 vs 2011 70.08700 227.2550 0.412 0.2363735 rejected not belong to same population GNS_DEF
2006 vs 2012 70.08700 171.8550 0.449 0.2451895 rejected not belong to same population GNS_DEF
2006 vs 2013 70.08700 824.1370 0.475 0.2152538 rejected not belong to same population GNS_DEF
2006 vs 2014 70.08700 451.5760 0.585 0.2221043 rejected not belong to same population GNS_DEF
2006 vs 2015 70.08700 1596.6330 0.370 0.2111330 rejected not belong to same population GNS_DEF
2006 vs 2016 70.08700 1127.4810 0.407 0.2129722 rejected not belong to same population GNS_DEF
2006 vs 2017 70.08700 994.8690 0.331 0.2138013 rejected not belong to same population GNS_DEF
2006 vs 2018 70.08700 781.0890 0.478 0.2157182 rejected not belong to same population GNS_DEF
2006 vs 2019 70.08700 452.6400 0.348 0.2220692 rejected not belong to same population GNS_DEF
2006 vs 2020 70.08700 225.3718 0.413 0.2366062 rejected not belong to same population GNS_DEF
2008 vs 2011 123.63300 227.2550 0.606 0.1933332 rejected not belong to same population GNS_DEF
2008 vs 2012 123.63300 171.8550 0.255 0.2040176 rejected not belong to same population GNS_DEF
2008 vs 2013 123.63300 824.1370 0.212 0.1668517 rejected not belong to same population GNS_DEF
2008 vs 2014 123.63300 451.5760 0.181 0.1756007 rejected not belong to same population GNS_DEF
2008 vs 2015 123.63300 1596.6330 0.646 0.1615006 rejected not belong to same population GNS_DEF
2008 vs 2016 123.63300 1127.4810 0.569 0.1638976 rejected not belong to same population GNS_DEF
2008 vs 2017 123.63300 994.8690 0.657 0.1649736 rejected not belong to same population GNS_DEF
2008 vs 2018 123.63300 781.0890 0.494 0.1674504 rejected not belong to same population GNS_DEF
2008 vs 2019 123.63300 452.6400 0.457 0.1755564 rejected not belong to same population GNS_DEF
2008 vs 2020 123.63300 225.3718 0.451 0.1936176 rejected not belong to same population GNS_DEF
2011 vs 2012 227.25500 171.8550 0.575 0.1748858 rejected not belong to same population GNS_DEF
2011 vs 2013 227.25500 824.1370 0.426 0.1296200 rejected not belong to same population GNS_DEF
2011 vs 2014 227.25500 451.5760 0.660 0.1407035 rejected not belong to same population GNS_DEF
2011 vs 2015 227.25500 1596.6330 0.188 0.1226552 rejected not belong to same population GNS_DEF
2011 vs 2016 227.25500 1127.4810 0.162 0.1257946 rejected not belong to same population GNS_DEF
2011 vs 2017 227.25500 994.8690 0.245 0.1271933 rejected not belong to same population GNS_DEF
2011 vs 2018 227.25500 781.0890 0.343 0.1303898 rejected not belong to same population GNS_DEF
2011 vs 2019 227.25500 452.6400 0.237 0.1406481 rejected not belong to same population GNS_DEF
2011 vs 2020 227.25500 225.3718 0.237 0.1626334 rejected not belong to same population GNS_DEF
2012 vs 2013 171.85500 824.1370 0.215 0.1450752 rejected not belong to same population GNS_DEF
2012 vs 2014 171.85500 451.5760 0.396 0.1550579 rejected not belong to same population GNS_DEF
2012 vs 2015 171.85500 1596.6330 0.590 0.1388876 rejected not belong to same population GNS_DEF
2012 vs 2016 171.85500 1127.4810 0.540 0.1416678 rejected not belong to same population GNS_DEF
2012 vs 2017 171.85500 994.8690 0.604 0.1429112 rejected not belong to same population GNS_DEF
2012 vs 2018 171.85500 781.0890 0.479 0.1457634 rejected not belong to same population GNS_DEF
2012 vs 2019 171.85500 452.6400 0.399 0.1550076 rejected not belong to same population GNS_DEF
2012 vs 2020 171.85500 225.3718 0.436 0.1752002 rejected not belong to same population GNS_DEF
2013 vs 2014 824.13700 451.5760 0.246 0.1012879 rejected not belong to same population GNS_DEF
2013 vs 2015 824.13700 1596.6330 0.444 0.0742029 rejected not belong to same population GNS_DEF
2013 vs 2016 824.13700 1127.4810 0.389 0.0792847 rejected not belong to same population GNS_DEF
2013 vs 2017 824.13700 994.8690 0.481 0.0814855 rejected not belong to same population GNS_DEF
2013 vs 2018 824.13700 781.0890 0.361 0.0863902 rejected not belong to same population GNS_DEF
2013 vs 2019 824.13700 452.6400 0.359 0.1012109 rejected not belong to same population GNS_DEF
2013 vs 2020 824.13700 225.3718 0.329 0.1300438 rejected not belong to same population GNS_DEF
2014 vs 2015 451.57600 1596.6330 0.649 0.0922073 rejected not belong to same population GNS_DEF
2014 vs 2016 451.57600 1127.4810 0.627 0.0963441 rejected not belong to same population GNS_DEF
2014 vs 2017 451.57600 994.8690 0.663 0.0981632 rejected not belong to same population GNS_DEF
2014 vs 2018 451.57600 781.0890 0.608 0.1022711 rejected not belong to same population GNS_DEF
2014 vs 2019 451.57600 452.6400 0.594 0.1150642 rejected not belong to same population GNS_DEF
2014 vs 2020 451.57600 225.3718 0.564 0.1410940 rejected not belong to same population GNS_DEF
2015 vs 2016 1596.63300 1127.4810 0.290 0.0672979 rejected not belong to same population GNS_DEF
2015 vs 2018 1596.63300 781.0890 0.447 0.0755395 rejected not belong to same population GNS_DEF
2015 vs 2019 1596.63300 452.6400 0.344 0.0921228 rejected not belong to same population GNS_DEF
2015 vs 2020 1596.63300 225.3718 0.354 0.1231030 rejected not belong to same population GNS_DEF
2016 vs 2017 1127.48100 994.8690 0.330 0.0752518 rejected not belong to same population GNS_DEF
2016 vs 2018 1127.48100 781.0890 0.235 0.0805370 rejected not belong to same population GNS_DEF
2016 vs 2019 1127.48100 452.6400 0.200 0.0962632 rejected not belong to same population GNS_DEF
2016 vs 2020 1127.48100 225.3718 0.187 0.1262313 rejected not belong to same population GNS_DEF
2017 vs 2018 994.86900 781.0890 0.512 0.0827045 rejected not belong to same population GNS_DEF
2017 vs 2019 994.86900 452.6400 0.397 0.0980838 rejected not belong to same population GNS_DEF
2017 vs 2020 994.86900 225.3718 0.411 0.1276251 rejected not belong to same population GNS_DEF
2018 vs 2019 781.08900 452.6400 0.173 0.1021949 rejected not belong to same population GNS_DEF
2005 vs 2007 71.51598 87.7880 0.369 0.2755753 rejected not belong to same population GTR_DEF
2005 vs 2008 71.51598 71.5150 0.452 0.2893084 rejected not belong to same population GTR_DEF
2005 vs 2011 71.51598 103.6740 0.390 0.2659281 rejected not belong to same population GTR_DEF
2005 vs 2012 71.51598 704.5830 0.226 0.2147025 rejected not belong to same population GTR_DEF
2005 vs 2013 71.51598 1438.5560 0.218 0.2095946 rejected not belong to same population GTR_DEF
2005 vs 2014 71.51598 1210.0230 0.403 0.2105298 rejected not belong to same population GTR_DEF
2005 vs 2015 71.51598 1503.6920 0.289 0.2093795 rejected not belong to same population GTR_DEF
2005 vs 2019 71.51598 785.1610 0.305 0.2136849 rejected not belong to same population GTR_DEF
2006 vs 2007 761.57100 87.7880 0.421 0.1949930 rejected not belong to same population GTR_DEF
2006 vs 2008 761.57100 71.5150 0.379 0.2139623 rejected not belong to same population GTR_DEF
2006 vs 2011 761.57100 103.6740 0.409 0.1811030 rejected not belong to same population GTR_DEF
2006 vs 2012 761.57100 704.5830 0.360 0.0904304 rejected not belong to same population GTR_DEF
2006 vs 2013 761.57100 1438.5560 0.372 0.0775267 rejected not belong to same population GTR_DEF
2006 vs 2014 761.57100 1210.0230 0.440 0.0800208 rejected not belong to same population GTR_DEF
2006 vs 2015 761.57100 1503.6920 0.258 0.0769433 rejected not belong to same population GTR_DEF
2006 vs 2019 761.57100 785.1610 0.364 0.0879871 rejected not belong to same population GTR_DEF
2007 vs 2011 87.78800 103.6740 0.350 0.2509198 rejected not belong to same population GTR_DEF
2007 vs 2012 87.78800 704.5830 0.521 0.1958063 rejected not belong to same population GTR_DEF
2007 vs 2013 87.78800 1438.5560 0.521 0.1901916 rejected not belong to same population GTR_DEF
2007 vs 2014 87.78800 1210.0230 0.649 0.1912218 rejected not belong to same population GTR_DEF
2007 vs 2015 87.78800 1503.6920 0.578 0.1899545 rejected not belong to same population GTR_DEF
2007 vs 2019 87.78800 785.1610 0.555 0.1946900 rejected not belong to same population GTR_DEF
2008 vs 2011 71.51500 103.6740 0.290 0.2659292 rejected not belong to same population GTR_DEF
2008 vs 2012 71.51500 704.5830 0.626 0.2147038 rejected not belong to same population GTR_DEF
2008 vs 2013 71.51500 1438.5560 0.589 0.2095959 rejected not belong to same population GTR_DEF
2008 vs 2014 71.51500 1210.0230 0.765 0.2105312 rejected not belong to same population GTR_DEF
2008 vs 2015 71.51500 1503.6920 0.637 0.2093808 rejected not belong to same population GTR_DEF
2008 vs 2019 71.51500 785.1610 0.679 0.2136862 rejected not belong to same population GTR_DEF
2011 vs 2012 103.67400 704.5830 0.597 0.1819784 rejected not belong to same population GTR_DEF
2011 vs 2013 103.67400 1438.5560 0.527 0.1759229 rejected not belong to same population GTR_DEF
2011 vs 2014 103.67400 1210.0230 0.765 0.1770362 rejected not belong to same population GTR_DEF
2011 vs 2015 103.67400 1503.6920 0.623 0.1756666 rejected not belong to same population GTR_DEF
2011 vs 2019 103.67400 785.1610 0.616 0.1807767 rejected not belong to same population GTR_DEF
2012 vs 2013 704.58300 1438.5560 0.247 0.0795503 rejected not belong to same population GTR_DEF
2012 vs 2014 704.58300 1210.0230 0.214 0.0819828 rejected not belong to same population GTR_DEF
2012 vs 2015 704.58300 1503.6920 0.378 0.0789818 rejected not belong to same population GTR_DEF
2012 vs 2019 704.58300 785.1610 0.428 0.0897752 rejected not belong to same population GTR_DEF
2013 vs 2014 1438.55600 1210.0230 0.289 0.0674827 rejected not belong to same population GTR_DEF
2013 vs 2015 1438.55600 1503.6920 0.401 0.0638033 rejected not belong to same population GTR_DEF
2013 vs 2019 1438.55600 785.1610 0.182 0.0767614 rejected not belong to same population GTR_DEF
2014 vs 2015 1210.02300 1503.6920 0.375 0.0668116 rejected not belong to same population GTR_DEF
2014 vs 2019 1210.02300 785.1610 0.364 0.0792796 rejected not belong to same population GTR_DEF
2015 vs 2019 1503.69200 785.1610 0.566 0.0761722 rejected not belong to same population GTR_DEF
2010 vs 2011 2224.67200 4699.1130 0.515 0.0445222 rejected not belong to same population OTB_DEF
2010 vs 2012 2224.67200 3648.9840 0.455 0.0465352 rejected not belong to same population OTB_DEF
2010 vs 2013 2224.67200 226.1560 0.247 0.1207440 rejected not belong to same population OTB_DEF
2010 vs 2017 2224.67200 4901.8240 0.477 0.0442255 rejected not belong to same population OTB_DEF
2010 vs 2018 2224.67200 6180.2540 0.507 0.0427737 rejected not belong to same population OTB_DEF
2010 vs 2019 2224.67200 7319.7330 0.508 0.0418832 rejected not belong to same population OTB_DEF
2010 vs 2020 2224.67200 4170.1422 0.124 0.0454205 rejected not belong to same population OTB_DEF
2011 vs 2012 4699.11300 3648.9840 0.186 0.0381721 rejected not belong to same population OTB_DEF
2011 vs 2013 4699.11300 226.1560 0.275 0.1177739 rejected not belong to same population OTB_DEF
2011 vs 2017 4699.11300 4901.8240 0.180 0.0353196 rejected not belong to same population OTB_DEF
2011 vs 2018 4699.11300 6180.2540 0.107 0.0334840 rejected not belong to same population OTB_DEF
2011 vs 2019 4699.11300 7319.7330 0.125 0.0323387 rejected not belong to same population OTB_DEF
2011 vs 2020 4699.11300 4170.1422 0.455 0.0368050 rejected not belong to same population OTB_DEF
2012 vs 2013 3648.98400 226.1560 0.225 0.1185495 rejected not belong to same population OTB_DEF
2012 vs 2017 3648.98400 4901.8240 0.094 0.0378255 rejected not belong to same population OTB_DEF
2012 vs 2018 3648.98400 6180.2540 0.226 0.0361174 rejected not belong to same population OTB_DEF
2012 vs 2019 3648.98400 7319.7330 0.182 0.0350583 rejected not belong to same population OTB_DEF
2012 vs 2020 3648.98400 4170.1422 0.424 0.0392160 rejected not belong to same population OTB_DEF
2013 vs 2017 226.15600 4901.8240 0.249 0.1176620 rejected not belong to same population OTB_DEF
2013 vs 2018 226.15600 6180.2540 0.321 0.1171241 rejected not belong to same population OTB_DEF
2013 vs 2019 226.15600 7319.7330 0.294 0.1168018 rejected not belong to same population OTB_DEF
2013 vs 2020 226.15600 4170.1422 0.213 0.1181164 rejected not belong to same population OTB_DEF
2017 vs 2018 4901.82400 6180.2540 0.194 0.0330883 rejected not belong to same population OTB_DEF
2017 vs 2019 4901.82400 7319.7330 0.149 0.0319288 rejected not belong to same population OTB_DEF
2017 vs 2020 4901.82400 4170.1422 0.413 0.0364454 rejected not belong to same population OTB_DEF
2018 vs 2019 6180.25400 7319.7330 0.113 0.0298856 rejected not belong to same population OTB_DEF
2018 vs 2020 6180.25400 4170.1422 0.392 0.0346694 rejected not belong to same population OTB_DEF
2019 vs 2020 7319.73300 4170.1422 0.450 0.0335645 rejected not belong to same population OTB_DEF
2010 vs 2011 130.63400 97.0050 0.638 0.2318698 rejected not belong to same population OTB_DWS
2010 vs 2012 130.63400 33.4180 0.830 0.3353656 rejected not belong to same population OTB_DWS
2010 vs 2013 130.63400 177.2640 0.656 0.1994854 rejected not belong to same population OTB_DWS
2010 vs 2017 130.63400 207.1660 0.254 0.1932807 rejected not belong to same population OTB_DWS
2010 vs 2018 130.63400 127.4050 0.449 0.2154108 rejected not belong to same population OTB_DWS
2010 vs 2020 130.63400 62.0341 0.642 0.2667520 rejected not belong to same population OTB_DWS
2011 vs 2012 97.00500 33.4180 0.777 0.3470051 rejected not belong to same population OTB_DWS
2011 vs 2013 97.00500 177.2640 0.344 0.2184878 rejected not belong to same population OTB_DWS
2011 vs 2017 97.00500 207.1660 0.823 0.2128378 rejected not belong to same population OTB_DWS
2011 vs 2018 97.00500 127.4050 0.548 0.2331186 rejected not belong to same population OTB_DWS
2011 vs 2019 97.00500 364.5820 0.603 0.1976415 rejected not belong to same population OTB_DWS
2012 vs 2013 33.41800 177.2640 0.576 0.3262566 rejected not belong to same population OTB_DWS
2012 vs 2017 33.41800 207.1660 0.943 0.3225002 rejected not belong to same population OTB_DWS
2012 vs 2018 33.41800 127.4050 0.824 0.3362302 rejected not belong to same population OTB_DWS
2012 vs 2019 33.41800 364.5820 0.910 0.3126798 rejected not belong to same population OTB_DWS
2012 vs 2020 33.41800 62.0341 0.591 0.3712217 rejected not belong to same population OTB_DWS
2013 vs 2017 177.26400 207.1660 0.850 0.1770049 rejected not belong to same population OTB_DWS
2013 vs 2018 177.26400 127.4050 0.614 0.2009355 rejected not belong to same population OTB_DWS
2013 vs 2019 177.26400 364.5820 0.680 0.1584077 rejected not belong to same population OTB_DWS
2017 vs 2018 207.16600 127.4050 0.480 0.1947770 rejected not belong to same population OTB_DWS
2017 vs 2019 207.16600 364.5820 0.220 0.1505191 rejected not belong to same population OTB_DWS
2017 vs 2020 207.16600 62.0341 0.835 0.2503855 rejected not belong to same population OTB_DWS
2018 vs 2019 127.40500 364.5820 0.312 0.1780459 rejected not belong to same population OTB_DWS
2018 vs 2020 127.40500 62.0341 0.600 0.2678381 rejected not belong to same population OTB_DWS
2019 vs 2020 364.58200 62.0341 0.656 0.2376030 rejected not belong to same population OTB_DWS
2010 vs 2011 5145.90300 8876.1680 0.298 0.0303116 rejected not belong to same population OTB_MDD
2010 vs 2012 5145.90300 4481.5970 0.051 0.0353473 rejected not belong to same population OTB_MDD
2010 vs 2013 5145.90300 2818.2430 0.079 0.0405411 rejected not belong to same population OTB_MDD
2010 vs 2017 5145.90300 1934.7820 0.172 0.0461357 rejected not belong to same population OTB_MDD
2010 vs 2018 5145.90300 624.2690 0.138 0.0733202 rejected not belong to same population OTB_MDD
2010 vs 2019 5145.90300 1216.1640 0.121 0.0551593 rejected not belong to same population OTB_MDD
2010 vs 2020 5145.90300 738.3279 0.268 0.0680825 rejected not belong to same population OTB_MDD
2011 vs 2012 8876.16800 4481.5970 0.322 0.0317018 rejected not belong to same population OTB_MDD
2011 vs 2013 8876.16800 2818.2430 0.364 0.0374053 rejected not belong to same population OTB_MDD
2011 vs 2017 8876.16800 1934.7820 0.457 0.0434059 rejected not belong to same population OTB_MDD
2011 vs 2018 8876.16800 624.2690 0.277 0.0716340 rejected not belong to same population OTB_MDD
2011 vs 2019 8876.16800 1216.1640 0.267 0.0528972 rejected not belong to same population OTB_MDD
2011 vs 2020 8876.16800 738.3279 0.421 0.0662631 rejected not belong to same population OTB_MDD
2012 vs 2013 4481.59700 2818.2430 0.068 0.0415908 rejected not belong to same population OTB_MDD
2012 vs 2017 4481.59700 1934.7820 0.156 0.0470607 rejected not belong to same population OTB_MDD
2012 vs 2018 4481.59700 624.2690 0.167 0.0739058 rejected not belong to same population OTB_MDD
2012 vs 2019 4481.59700 1216.1640 0.151 0.0559353 rejected not belong to same population OTB_MDD
2012 vs 2020 4481.59700 738.3279 0.286 0.0687127 rejected not belong to same population OTB_MDD
2013 vs 2017 2818.24300 1934.7820 0.095 0.0510771 rejected not belong to same population OTB_MDD
2013 vs 2018 2818.24300 624.2690 0.167 0.0765260 rejected not belong to same population OTB_MDD
2013 vs 2019 2818.24300 1216.1640 0.164 0.0593541 rejected not belong to same population OTB_MDD
2013 vs 2020 2818.24300 738.3279 0.218 0.0715234 rejected not belong to same population OTB_MDD
2017 vs 2018 1934.78200 624.2690 0.205 0.0796313 rejected not belong to same population OTB_MDD
2017 vs 2019 1934.78200 1216.1640 0.206 0.0633074 rejected not belong to same population OTB_MDD
2017 vs 2020 1934.78200 738.3279 0.174 0.0748366 rejected not belong to same population OTB_MDD
2018 vs 2019 624.26900 1216.1640 0.097 0.0851774 rejected not belong to same population OTB_MDD
2018 vs 2020 624.26900 738.3279 0.176 0.0940631 rejected not belong to same population OTB_MDD
2019 vs 2020 1216.16400 738.3279 0.169 0.0807128 rejected not belong to same population OTB_MDD

2.5 Checks the presence of length classes numbers with zeros in landings

The presence of length classes numbers zero with having weigth > 0 in landings are reported in the following table:

2.5.1 GSA 18

2.5.1.1 HKE

Landing records with 0 length class values having weigth > 0 for HKE in GSA 18
id country year quarter vessel_length gear mesh_size_range fishery area specon species landings ck_0_length
199597 ITA20171GNS16D20DEFGSA 18 ITA 2017 1 NA GNS 16D20 DEF GSA 18 NA HKE 5.44700 0
199598 ITA20172GNS16D20DEFGSA 18 ITA 2017 2 NA GNS 16D20 DEF GSA 18 NA HKE 8.67148 0
199599 ITA20173GNS16D20DEFGSA 18 ITA 2017 3 NA GNS 16D20 DEF GSA 18 NA HKE 9.94032 0
199600 ITA20174GNS16D20DEFGSA 18 ITA 2017 4 NA GNS 16D20 DEF GSA 18 NA HKE 7.24895 0
199601 ITA20171GTR16D20DEMSPGSA 18 ITA 2017 1 NA GTR 16D20 DEF GSA 18 NA HKE 0.35319 0
199602 ITA20172GTR16D20DEMSPGSA 18 ITA 2017 2 NA GTR 16D20 DEF GSA 18 NA HKE 1.11278 0
199603 ITA20173GTR16D20DEMSPGSA 18 ITA 2017 3 NA GTR 16D20 DEF GSA 18 NA HKE 1.12610 0
199604 ITA20174GTR16D20DEMSPGSA 18 ITA 2017 4 NA GTR 16D20 DEF GSA 18 NA HKE 0.07695 0
199610 ITA20171OTB50D100DWSGSA 18 ITA 2017 1 NA OTB 50D100 DWS GSA 18 NA HKE 0.11190 0
199611 ITA20174OTB50D100DWSGSA 18 ITA 2017 4 NA OTB 50D100 DWS GSA 18 NA HKE 0.47020 0
199845 ITA2002-1GNS16D20DEFGSA 18 ITA 2002 -1 NA GNS 16D20 DEF GSA 18 NA HKE 26.24654 0
199846 ITA2002-1NANANAGSA 18 ITA 2002 -1 NA NA NA NA GSA 18 NA HKE 277.08972 0
199863 ITA2003-1NANANAGSA 18 ITA 2003 -1 NA NA NA NA GSA 18 NA HKE 1353.02152 0
199864 ITA2003-1GNS16D20DEFGSA 18 ITA 2003 -1 NA GNS 16D20 DEF GSA 18 NA HKE 198.61070 0
199880 ITA2004-1GNS16D20DEFGSA 18 ITA 2004 -1 NA GNS 16D20 DEF GSA 18 NA HKE 18.91786 0
199881 ITA2004-1GTR16D20DEMSPGSA 18 ITA 2004 -1 NA GTR 16D20 DEF GSA 18 NA HKE 20.69606 0
199896 ITA2005-1NANANAGSA 18 ITA 2005 -1 NA NA NA NA GSA 18 NA HKE 1.47006 0
199897 ITA2005-1GNS16D20DEFGSA 18 ITA 2005 -1 NA GNS 16D20 DEF GSA 18 NA HKE 37.80901 0
199898 ITA2005-1GTR16D20DEMSPGSA 18 ITA 2005 -1 NA GTR 16D20 DEF GSA 18 NA HKE 17.80598 0
199956 ITA2006-1NANANAGSA 18 ITA 2006 -1 NA NA NA NA GSA 18 NA HKE 1.25395 0
199957 ITA2006-1GNS16D20DEFGSA 18 ITA 2006 -1 NA GNS 16D20 DEF GSA 18 NA HKE 30.21353 0
199958 ITA2006-1GTR16D20DEMSPGSA 18 ITA 2006 -1 NA GTR 16D20 DEF GSA 18 NA HKE 25.92769 0
199959 ITA2006-1LLSNADEFGSA 18 ITA 2006 -1 NA LLS NA DEF GSA 18 NA HKE 836.32097 0
199960 ITA2006-1OTB40D50DEMSPGSA 18 ITA 2006 -1 NA OTB 40D50 DEF GSA 18 NA HKE 1112.81396 0
199961 ITA2006-1OTB40D50MDDGSA 18 ITA 2006 -1 NA OTB 40D50 MDD GSA 18 NA HKE 3499.78756 0
200070 ITA2007-1NANANAGSA 18 ITA 2007 -1 NA NA NA NA GSA 18 NA HKE 0.21202 0
200071 ITA2007-1GNS16D20DEFGSA 18 ITA 2007 -1 NA GNS 16D20 DEF GSA 18 NA HKE 18.79182 0
200072 ITA2007-1GTR16D20DEMSPGSA 18 ITA 2007 -1 NA GTR 16D20 DEF GSA 18 NA HKE 18.40918 0
200176 ITA2008-1GNS16D20DEFGSA 18 ITA 2008 -1 NA GNS 16D20 DEF GSA 18 NA HKE 15.26825 0
200177 ITA2008-1GNS16D20SLPGSA 18 ITA 2008 -1 NA GNS 16D20 SLP GSA 18 NA HKE 0.06264 0
200178 ITA2008-1GTR16D20DEMSPGSA 18 ITA 2008 -1 NA GTR 16D20 DEF GSA 18 NA HKE 41.72113 0
200295 ITA2009-1GNS16D20DEFGSA 18 ITA 2009 -1 NA GNS 16D20 DEF GSA 18 NA HKE 7.64044 0
200296 ITA2009-1GNS16D20SLPGSA 18 ITA 2009 -1 NA GNS 16D20 SLP GSA 18 NA HKE 0.09917 0
200297 ITA2009-1GTR16D20DEMSPGSA 18 ITA 2009 -1 NA GTR 16D20 DEF GSA 18 NA HKE 19.58614 0
200300 ITA2009-1OTB40D50DWSGSA 18 ITA 2009 -1 NA OTB 40D50 DWS GSA 18 NA HKE 8.49421 0
200407 ITA2010-1GTR16D20DEMSPGSA 18 ITA 2010 -1 NA GTR 16D20 DEF GSA 18 NA HKE 19.36553 0
200410 ITA2010-1OTB40D50DWSGSA 18 ITA 2010 -1 NA OTB 40D50 DWS GSA 18 NA HKE 9.05213 0
200501 ITA2011-1GTR16D20DEMSPGSA 18 ITA 2011 -1 NA GTR 16D20 DEF GSA 18 NA HKE 18.49738 0
200504 ITA2011-1OTB50D100DWSGSA 18 ITA 2011 -1 NA OTB 50D100 DWS GSA 18 NA HKE 0.50311 0
200586 ITA2012-1GTR16D20DEMSPGSA 18 ITA 2012 -1 NA GTR 16D20 DEF GSA 18 NA HKE 19.84561 0
200747 ITA2014-1GTR16D20DEMSPGSA 18 ITA 2014 -1 NA GTR 16D20 DEF GSA 18 NA HKE 0.02806 0
201054 ITA20161GNS16D20DEFGSA 18 ITA 2016 1 NA GNS 16D20 DEF GSA 18 NA HKE 2.22313 0
201055 ITA20162GNS16D20DEFGSA 18 ITA 2016 2 NA GNS 16D20 DEF GSA 18 NA HKE 1.17557 0
201056 ITA20163GNS16D20DEFGSA 18 ITA 2016 3 NA GNS 16D20 DEF GSA 18 NA HKE 1.33208 0
201057 ITA20164GNS16D20DEFGSA 18 ITA 2016 4 NA GNS 16D20 DEF GSA 18 NA HKE 0.45302 0
201063 ITA20163OTB50D100DWSGSA 18 ITA 2016 3 NA OTB 50D100 DWS GSA 18 NA HKE 0.03942 0
201064 ITA20164OTB50D100DWSGSA 18 ITA 2016 4 NA OTB 50D100 DWS GSA 18 NA HKE 0.78590 0
201444 ITA20181GNS16D20DEFGSA 18 ITA 2018 1 NA GNS 16D20 DEF GSA 18 NA HKE 5.49959 0
201445 ITA20182GNS16D20DEFGSA 18 ITA 2018 2 NA GNS 16D20 DEF GSA 18 NA HKE 3.29351 0
201446 ITA20183GNS16D20DEFGSA 18 ITA 2018 3 NA GNS 16D20 DEF GSA 18 NA HKE 4.19999 0
201447 ITA20184GNS16D20DEFGSA 18 ITA 2018 4 NA GNS 16D20 DEF GSA 18 NA HKE 2.36150 0
201448 ITA20182GNS16D20SLPGSA 18 ITA 2018 2 NA GNS 16D20 SLP GSA 18 NA HKE 0.04767 0
201449 ITA20181GTR16D20DEMSPGSA 18 ITA 2018 1 NA GTR 16D20 DEF GSA 18 NA HKE 0.05675 0
201450 ITA20182GTR16D20DEMSPGSA 18 ITA 2018 2 NA GTR 16D20 DEF GSA 18 NA HKE 0.10993 0
201451 ITA20183GTR16D20DEMSPGSA 18 ITA 2018 3 NA GTR 16D20 DEF GSA 18 NA HKE 0.03000 0
201452 ITA20184GTR16D20DEMSPGSA 18 ITA 2018 4 NA GTR 16D20 DEF GSA 18 NA HKE 0.03675 0
201461 ITA20181OTB50D100DWSGSA 18 ITA 2018 1 NA OTB 50D100 DWS GSA 18 NA HKE 2.55516 0
201462 ITA20182OTB50D100DWSGSA 18 ITA 2018 2 NA OTB 50D100 DWS GSA 18 NA HKE 1.94870 0
201463 ITA20183OTB50D100DWSGSA 18 ITA 2018 3 NA OTB 50D100 DWS GSA 18 NA HKE 4.59901 0
201464 ITA20184OTB50D100DWSGSA 18 ITA 2018 4 NA OTB 50D100 DWS GSA 18 NA HKE 3.40708 0
202245 ITA-2020-1-GNS-16D20-DEF-GSA 18 ITA 2020 1 NA GNS 16D20 DEF GSA 18 NA HKE 0.04100 0
202246 ITA-2020-2-GNS-16D20-DEF-GSA 18 ITA 2020 2 NA GNS 16D20 DEF GSA 18 NA HKE 0.34700 0
202247 ITA-2020-3-GNS-16D20-DEF-GSA 18 ITA 2020 3 NA GNS 16D20 DEF GSA 18 NA HKE 0.45700 0
202248 ITA-2020-1-GTR-16D20-DEMSP-GSA 18 ITA 2020 1 NA GTR 16D20 DEF GSA 18 NA HKE 0.02800 0
202249 ITA-2020-2-GTR-16D20-DEMSP-GSA 18 ITA 2020 2 NA GTR 16D20 DEF GSA 18 NA HKE 0.13000 0
202250 ITA-2020-3-GTR-16D20-DEMSP-GSA 18 ITA 2020 3 NA GTR 16D20 DEF GSA 18 NA HKE 0.74700 0
202251 ITA-2020-4-GTR-16D20-DEMSP-GSA 18 ITA 2020 4 NA GTR 16D20 DEF GSA 18 NA HKE 0.47000 0
202258 ITA-2020-1-OTB-50D100-DWS-GSA 18 ITA 2020 1 NA OTB 50D100 DWS GSA 18 NA HKE 0.95442 0
202259 ITA-2020-2-OTB-50D100-DWS-GSA 18 ITA 2020 2 NA OTB 50D100 DWS GSA 18 NA HKE 0.27888 0
202260 ITA-2020-3-OTB-50D100-DWS-GSA 18 ITA 2020 3 NA OTB 50D100 DWS GSA 18 NA HKE 6.82021 0
202261 ITA-2020-4-OTB-50D100-DWS-GSA 18 ITA 2020 4 NA OTB 50D100 DWS GSA 18 NA HKE 3.49600 0
202266 ITA-2020-1-SV-NA-DEF-GSA 18 ITA 2020 1 NA SV NA DEF GSA 18 NA HKE 0.03000 0

2.5.2 GSA 19

2.5.2.1 HKE

Landing records with 0 length class values having weigth > 0 for HKE in GSA 19
id country year quarter vessel_length gear mesh_size_range fishery area specon species landings ck_0_length
59437 ITA20193-1-1-1SA 19 ITA 2019 3 NA NA NA NA GSA 19 NA HKE 0.30643 0
59474 ITA20193FPO-1DEMSPSA 19 ITA 2019 3 NA FPO NA DEF GSA 19 NA HKE 0.49259 0
59535 ITA20194FPO-1DEMSPSA 19 ITA 2019 4 NA FPO NA DEF GSA 19 NA HKE 0.04433 0
60513 ITA20191GNS16D20SLPFSA 19 ITA 2019 1 NA GNS 16D20 SLP GSA 19 NA HKE 0.04425 0
60591 ITA20192GNS16D20SLPFSA 19 ITA 2019 2 NA GNS 16D20 SLP GSA 19 NA HKE 0.04060 0
60739 ITA20193GNS16D20SLPFSA 19 ITA 2019 3 NA GNS 16D20 SLP GSA 19 NA HKE 0.00969 0
60752 ITA20194GNS16D20SLPFSA 19 ITA 2019 4 NA GNS 16D20 SLP GSA 19 NA HKE 0.58674 0
68619 ITA20194OTM20D40MDPSPSA 19 ITA 2019 4 NA OTM 20D40 MPD GSA 19 NA HKE 0.72537 0
68631 ITA20193PS-1LPFSA 19 ITA 2019 3 NA PS NA LPF GSA 19 NA HKE 0.11000 0
68655 ITA20194PS-1LPFSA 19 ITA 2019 4 NA PS NA LPF GSA 19 NA HKE 2.21977 0
69364 ITA20193PS14D16SPFSA 19 ITA 2019 3 NA PS 14D16 SPF GSA 19 NA HKE 0.09000 0
77360 ITA20172GNS16D20SLPGSA 19 ITA 2017 2 NA GNS 16D20 SLP GSA 19 NA HKE 0.21139 0
77361 ITA20171GTR16D20DEMSPGSA 19 ITA 2017 1 NA GTR 16D20 DEF GSA 19 NA HKE 24.27245 0
77362 ITA20172GTR16D20DEMSPGSA 19 ITA 2017 2 NA GTR 16D20 DEF GSA 19 NA HKE 39.33949 0
77363 ITA20173GTR16D20DEMSPGSA 19 ITA 2017 3 NA GTR 16D20 DEF GSA 19 NA HKE 51.45419 0
77364 ITA20174GTR16D20DEMSPGSA 19 ITA 2017 4 NA GTR 16D20 DEF GSA 19 NA HKE 52.62617 0
77369 ITA20171PS14D16SPFGSA 19 ITA 2017 1 NA PS 14D16 SPF GSA 19 NA HKE 0.05000 0
78206 ITA2002-1GTR16D20DEMSPGSA 19 ITA 2002 -1 NA GTR 16D20 DEF GSA 19 NA HKE 262.66353 0
78207 ITA2002-1OTB40D50NAGSA 19 ITA 2002 -1 NA OTB 40D50 NA GSA 19 NA HKE 687.74508 0
78208 ITA2002-1NANANAGSA 19 ITA 2002 -1 NA NA NA NA GSA 19 NA HKE 390.43934 0
78209 ITA2002-1PS14D16SPFGSA 19 ITA 2002 -1 NA PS 14D16 SPF GSA 19 NA HKE 15.97148 0
78239 ITA2003-1NANANAGSA 19 ITA 2003 -1 NA NA NA NA GSA 19 NA HKE 477.98629 0
78240 ITA2003-1GTR16D20DEMSPGSA 19 ITA 2003 -1 NA GTR 16D20 DEF GSA 19 NA HKE 366.66910 0
78242 ITA2003-1PS14D16SPFGSA 19 ITA 2003 -1 NA PS 14D16 SPF GSA 19 NA HKE 0.71113 0
78275 ITA2004-1NANANAGSA 19 ITA 2004 -1 NA NA NA NA GSA 19 NA HKE 0.07745 0
78276 ITA2004-1GNS16D20DEFGSA 19 ITA 2004 -1 NA GNS 16D20 DEF GSA 19 NA HKE 35.11321 0
78277 ITA2004-1GTR16D20DEMSPGSA 19 ITA 2004 -1 NA GTR 16D20 DEF GSA 19 NA HKE 6.86908 0
78280 ITA2004-1SBNADEMSPGSA 19 ITA 2004 -1 NA SB NA DEF GSA 19 NA HKE 0.00672 0
78281 ITA2004-1SVNADEMSPGSA 19 ITA 2004 -1 NA SV NA DEF GSA 19 NA HKE 0.00672 0
78320 ITA2005-1NANANAGSA 19 ITA 2005 -1 NA NA NA NA GSA 19 NA HKE 0.00730 0
78325 ITA2005-1PSNALPFGSA 19 ITA 2005 -1 NA PS NA LPF GSA 19 NA HKE 0.13609 0
78326 ITA2005-1PS14D16SPFGSA 19 ITA 2005 -1 NA PS 14D16 SPF GSA 19 NA HKE 17.32769 0
78327 ITA2005-1SBNADEMSPGSA 19 ITA 2005 -1 NA SB NA DEF GSA 19 NA HKE 0.16278 0
78328 ITA2005-1SVNADEMSPGSA 19 ITA 2005 -1 NA SV NA DEF GSA 19 NA HKE 0.16278 0
78394 ITA2006-1PTM20D40SPFGSA 19 ITA 2006 -1 NA PTM 20D40 SPF GSA 19 NA HKE 0.20453 0
78601 ITA2008-1GNS16D20SLPGSA 19 ITA 2008 -1 NA GNS 16D20 SLP GSA 19 NA HKE 0.62997 0
78719 ITA2009-1GNS16D20DEFGSA 19 ITA 2009 -1 NA GNS 16D20 DEF GSA 19 NA HKE 24.86607 0
78720 ITA2009-1GNS16D20SLPGSA 19 ITA 2009 -1 NA GNS 16D20 SLP GSA 19 NA HKE 0.50466 0
78721 ITA2009-1GTR16D20DEMSPGSA 19 ITA 2009 -1 NA GTR 16D20 DEF GSA 19 NA HKE 25.34400 0
78834 ITA2010-1GNS16D20DEFGSA 19 ITA 2010 -1 NA GNS 16D20 DEF GSA 19 NA HKE 16.59912 0
78835 ITA2010-1GNS16D20SLPGSA 19 ITA 2010 -1 NA GNS 16D20 SLP GSA 19 NA HKE 0.02056 0
78836 ITA2010-1GTR16D20DEMSPGSA 19 ITA 2010 -1 NA GTR 16D20 DEF GSA 19 NA HKE 17.94041 0
78950 ITA2011-1GNS16D20SLPGSA 19 ITA 2011 -1 NA GNS 16D20 SLP GSA 19 NA HKE 0.41017 0
79075 ITA2012-1NANANAGSA 19 ITA 2012 -1 NA NA NA NA GSA 19 NA HKE 1.96204 0
79076 ITA2012-1GNDNASPFGSA 19 ITA 2012 -1 NA GND NA SPF GSA 19 NA HKE 0.62516 0
79078 ITA2012-1GNS16D20SLPGSA 19 ITA 2012 -1 NA GNS 16D20 SLP GSA 19 NA HKE 5.32284 0
86547 ITA2015-1PS14D16SPFGSA 19 ITA 2015 -1 NA PS 14D16 SPF GSA 19 NA HKE 48.96644 0
93644 ITA20163GNS16D20SLPGSA 19 ITA 2016 3 NA GNS 16D20 SLP GSA 19 NA HKE 2.60318 0
93645 ITA20161GTR16D20DEMSPGSA 19 ITA 2016 1 NA GTR 16D20 DEF GSA 19 NA HKE 19.17239 0
93646 ITA20162GTR16D20DEMSPGSA 19 ITA 2016 2 NA GTR 16D20 DEF GSA 19 NA HKE 27.45862 0
93647 ITA20163GTR16D20DEMSPGSA 19 ITA 2016 3 NA GTR 16D20 DEF GSA 19 NA HKE 24.82048 0
93648 ITA20164GTR16D20DEMSPGSA 19 ITA 2016 4 NA GTR 16D20 DEF GSA 19 NA HKE 19.12061 0
93654 ITA20161PS14D16SPFGSA 19 ITA 2016 1 NA PS 14D16 SPF GSA 19 NA HKE 8.14185 0
93655 ITA20162PS14D16SPFGSA 19 ITA 2016 2 NA PS 14D16 SPF GSA 19 NA HKE 5.74303 0
93656 ITA20163PS14D16SPFGSA 19 ITA 2016 3 NA PS 14D16 SPF GSA 19 NA HKE 4.31825 0
93657 ITA20164PS14D16SPFGSA 19 ITA 2016 4 NA PS 14D16 SPF GSA 19 NA HKE 4.77310 0
94285 ITA20181GNS16D20SLPGSA 19 ITA 2018 1 NA GNS 16D20 SLP GSA 19 NA HKE 11.35375 0
94286 ITA20182GNS16D20SLPGSA 19 ITA 2018 2 NA GNS 16D20 SLP GSA 19 NA HKE 0.01903 0
94287 ITA20183GNS16D20SLPGSA 19 ITA 2018 3 NA GNS 16D20 SLP GSA 19 NA HKE 0.02324 0
94288 ITA20184GNS16D20SLPGSA 19 ITA 2018 4 NA GNS 16D20 SLP GSA 19 NA HKE 0.17111 0
94289 ITA20181GTR16D20DEMSPGSA 19 ITA 2018 1 NA GTR 16D20 DEF GSA 19 NA HKE 2.70499 0
94290 ITA20182GTR16D20DEMSPGSA 19 ITA 2018 2 NA GTR 16D20 DEF GSA 19 NA HKE 35.21986 0
94291 ITA20183GTR16D20DEMSPGSA 19 ITA 2018 3 NA GTR 16D20 DEF GSA 19 NA HKE 27.27657 0
94292 ITA20184GTR16D20DEMSPGSA 19 ITA 2018 4 NA GTR 16D20 DEF GSA 19 NA HKE 16.29158 0
94303 ITA20182PSNALPFGSA 19 ITA 2018 2 NA PS NA LPF GSA 19 NA HKE 0.00667 0
95251 ITA2007-1LLDNALPFGSA 19 ITA 2007 -1 NA LLD NA LPF GSA 19 NA HKE 11.61793 0
95253 ITA2008-1LLDNALPFGSA 19 ITA 2008 -1 NA LLD NA LPF GSA 19 NA HKE 0.31381 0
95504 ITA-2020-1-FPO-NA-DEMSP-GSA 19 ITA 2020 1 NA FPO NA DEF GSA 19 NA HKE 0.03000 0
95505 ITA-2020-3-FPO-NA-DEMSP-GSA 19 ITA 2020 3 NA FPO NA DEF GSA 19 NA HKE 0.01300 0
95506 ITA-2020-4-FPO-NA-DEMSP-GSA 19 ITA 2020 4 NA FPO NA DEF GSA 19 NA HKE 0.01800 0
95507 ITA-2020-2-FYK-NA-DEMSP-GSA 19 ITA 2020 2 NA FYK NA DEF GSA 19 NA HKE 0.04000 0
95512 ITA-2020-2-GNS-16D20-SLP-GSA 19 ITA 2020 2 NA GNS 16D20 SLP GSA 19 NA HKE 0.03000 0
95513 ITA-2020-1-GTR-16D20-DEMSP-GSA 19 ITA 2020 1 NA GTR 16D20 DEF GSA 19 NA HKE 14.44000 0
95514 ITA-2020-2-GTR-16D20-DEMSP-GSA 19 ITA 2020 2 NA GTR 16D20 DEF GSA 19 NA HKE 10.38880 0
95515 ITA-2020-3-GTR-16D20-DEMSP-GSA 19 ITA 2020 3 NA GTR 16D20 DEF GSA 19 NA HKE 8.96100 0
95516 ITA-2020-4-GTR-16D20-DEMSP-GSA 19 ITA 2020 4 NA GTR 16D20 DEF GSA 19 NA HKE 9.14300 0

2.6 Main length size indicators

The time series of the main length size indicators (mean and median length) by fishery was estimated and hereafter reported:

2.6.1 GSA 18

2.6.1.1 HKE

Summary table of Main length size indicators for HKE in GSA 18
year gear fishery total_number min_size mean_size max_size sd_size spline percentile percentile_value
5 2004 LLS DEF 274.0120 20 48.49376 73 8.648162 0.2 0.25 41.7247560
6 2004 LLS DEF 274.0120 20 48.49376 73 8.648162 0.2 0.50 48.6961692
7 2004 LLS DEF 274.0120 20 48.49376 73 8.648162 0.2 0.75 54.3597348
8 2004 LLS DEF 274.0120 20 48.49376 73 8.648162 0.4 0.25 41.7454620
9 2004 LLS DEF 274.0120 20 48.49376 73 8.648162 0.4 0.50 48.3735500
10 2004 LLS DEF 274.0120 20 48.49376 73 8.648162 0.4 0.75 54.5777588
11 2004 LLS DEF 274.0120 20 48.49376 73 8.648162 0.6 0.25 41.1653257
12 2004 LLS DEF 274.0120 20 48.49376 73 8.648162 0.6 0.50 47.9488711
13 2004 LLS DEF 274.0120 20 48.49376 73 8.648162 0.6 0.75 55.0997605
14 2004 LLS DEF 274.0120 20 48.49376 73 8.648162 0.8 0.25 40.1737085
15 2004 LLS DEF 274.0120 20 48.49376 73 8.648162 0.8 0.50 47.8082119
16 2004 LLS DEF 274.0120 20 48.49376 73 8.648162 0.8 0.75 56.6645401
19 2005 LLS DEF 817.8720 13 39.94385 78 11.970603 0.2 0.25 30.1581157
20 2005 LLS DEF 817.8720 13 39.94385 78 11.970603 0.2 0.50 40.3737377
21 2005 LLS DEF 817.8720 13 39.94385 78 11.970603 0.2 0.75 48.3878152
22 2005 LLS DEF 817.8720 13 39.94385 78 11.970603 0.4 0.25 29.9538094
23 2005 LLS DEF 817.8720 13 39.94385 78 11.970603 0.4 0.50 40.0780200
24 2005 LLS DEF 817.8720 13 39.94385 78 11.970603 0.4 0.75 48.8117954
25 2005 LLS DEF 817.8720 13 39.94385 78 11.970603 0.6 0.25 30.0270251
26 2005 LLS DEF 817.8720 13 39.94385 78 11.970603 0.6 0.50 39.9060748
27 2005 LLS DEF 817.8720 13 39.94385 78 11.970603 0.6 0.75 48.8567061
28 2005 LLS DEF 817.8720 13 39.94385 78 11.970603 0.8 0.25 28.4681220
29 2005 LLS DEF 817.8720 13 39.94385 78 11.970603 0.8 0.50 39.8380415
30 2005 LLS DEF 817.8720 13 39.94385 78 11.970603 0.8 0.75 49.2633212
38 2007 LLS DEF 541.1320 23 46.51058 85 15.019358 0.2 0.25 33.6175144
39 2007 LLS DEF 541.1320 23 46.51058 85 15.019358 0.2 0.50 40.8394352
40 2007 LLS DEF 541.1320 23 46.51058 85 15.019358 0.2 0.75 58.0401099
41 2007 LLS DEF 541.1320 23 46.51058 85 15.019358 0.4 0.25 33.5551839
42 2007 LLS DEF 541.1320 23 46.51058 85 15.019358 0.4 0.50 42.5721587
43 2007 LLS DEF 541.1320 23 46.51058 85 15.019358 0.4 0.75 58.2220306
44 2007 LLS DEF 541.1320 23 46.51058 85 15.019358 0.6 0.25 33.4750035
45 2007 LLS DEF 541.1320 23 46.51058 85 15.019358 0.6 0.50 44.2027742
46 2007 LLS DEF 541.1320 23 46.51058 85 15.019358 0.6 0.75 57.5096077
47 2007 LLS DEF 541.1320 23 46.51058 85 15.019358 0.8 0.25 32.9300236
48 2007 LLS DEF 541.1320 23 46.51058 85 15.019358 0.8 0.50 44.6305417
49 2007 LLS DEF 541.1320 23 46.51058 85 15.019358 0.8 0.75 57.1605672
53 2008 LLS DEF 442.4240 27 50.91125 74 10.123705 0.2 0.25 44.8934705
54 2008 LLS DEF 442.4240 27 50.91125 74 10.123705 0.2 0.50 52.2214693
55 2008 LLS DEF 442.4240 27 50.91125 74 10.123705 0.2 0.75 57.3740377
56 2008 LLS DEF 442.4240 27 50.91125 74 10.123705 0.4 0.25 44.3530525
57 2008 LLS DEF 442.4240 27 50.91125 74 10.123705 0.4 0.50 52.0161793
58 2008 LLS DEF 442.4240 27 50.91125 74 10.123705 0.4 0.75 58.0454571
59 2008 LLS DEF 442.4240 27 50.91125 74 10.123705 0.6 0.25 42.9541223
60 2008 LLS DEF 442.4240 27 50.91125 74 10.123705 0.6 0.50 51.5138070
61 2008 LLS DEF 442.4240 27 50.91125 74 10.123705 0.6 0.75 58.8070127
62 2008 LLS DEF 442.4240 27 50.91125 74 10.123705 0.8 0.25 42.0544166
63 2008 LLS DEF 442.4240 27 50.91125 74 10.123705 0.8 0.50 51.1878834
64 2008 LLS DEF 442.4240 27 50.91125 74 10.123705 0.8 0.75 59.5623920
68 2009 LLS DEF 502.4710 26 47.23935 82 11.751293 0.2 0.25 37.2493207
69 2009 LLS DEF 502.4710 26 47.23935 82 11.751293 0.2 0.50 44.2481284
70 2009 LLS DEF 502.4710 26 47.23935 82 11.751293 0.2 0.75 55.3536631
71 2009 LLS DEF 502.4710 26 47.23935 82 11.751293 0.4 0.25 37.2787381
72 2009 LLS DEF 502.4710 26 47.23935 82 11.751293 0.4 0.50 44.5644499
73 2009 LLS DEF 502.4710 26 47.23935 82 11.751293 0.4 0.75 55.2709143
74 2009 LLS DEF 502.4710 26 47.23935 82 11.751293 0.6 0.25 36.9816472
75 2009 LLS DEF 502.4710 26 47.23935 82 11.751293 0.6 0.50 45.3606500
76 2009 LLS DEF 502.4710 26 47.23935 82 11.751293 0.6 0.75 55.1411913
77 2009 LLS DEF 502.4710 26 47.23935 82 11.751293 0.8 0.25 36.1940269
78 2009 LLS DEF 502.4710 26 47.23935 82 11.751293 0.8 0.50 45.7124913
79 2009 LLS DEF 502.4710 26 47.23935 82 11.751293 0.8 0.75 56.1573094
80 2009 OTB DEF 43576.6510 8 19.63392 74 5.549457 0.2 0.25 15.0337962
81 2009 OTB DEF 43576.6510 8 19.63392 74 5.549457 0.2 0.50 18.6426788
82 2009 OTB DEF 43576.6510 8 19.63392 74 5.549457 0.2 0.75 22.5039532
83 2009 OTB DEF 43576.6510 8 19.63392 74 5.549457 0.4 0.25 13.6412535
84 2009 OTB DEF 43576.6510 8 19.63392 74 5.549457 0.4 0.50 18.7542334
85 2009 OTB DEF 43576.6510 8 19.63392 74 5.549457 0.4 0.75 23.3039349
86 2009 OTB DEF 43576.6510 8 19.63392 74 5.549457 0.6 0.25 11.1510860
87 2009 OTB DEF 43576.6510 8 19.63392 74 5.549457 0.6 0.50 17.6118379
88 2009 OTB DEF 43576.6510 8 19.63392 74 5.549457 0.6 0.75 24.7302389
89 2009 OTB DEF 43576.6510 8 19.63392 74 5.549457 0.8 0.25 10.2263739
90 2009 OTB DEF 43576.6510 8 19.63392 74 5.549457 0.8 0.50 17.5100185
91 2009 OTB DEF 43576.6510 8 19.63392 74 5.549457 0.8 0.75 25.7600839
93 2009 OTB MDD 5981.3810 8 19.40449 72 6.383773 0.2 0.25 14.0471818
94 2009 OTB MDD 5981.3810 8 19.40449 72 6.383773 0.2 0.50 17.6695548
95 2009 OTB MDD 5981.3810 8 19.40449 72 6.383773 0.2 0.75 22.5996583
96 2009 OTB MDD 5981.3810 8 19.40449 72 6.383773 0.4 0.25 12.8098301
97 2009 OTB MDD 5981.3810 8 19.40449 72 6.383773 0.4 0.50 18.0022809
98 2009 OTB MDD 5981.3810 8 19.40449 72 6.383773 0.4 0.75 23.1304092
99 2009 OTB MDD 5981.3810 8 19.40449 72 6.383773 0.6 0.25 7.7024164
100 2009 OTB MDD 5981.3810 8 19.40449 72 6.383773 0.6 0.50 17.2222262
101 2009 OTB MDD 5981.3810 8 19.40449 72 6.383773 0.6 0.75 24.4746497
102 2009 OTB MDD 5981.3810 8 19.40449 72 6.383773 0.8 0.25 0.4021014
103 2009 OTB MDD 5981.3810 8 19.40449 72 6.383773 0.8 0.50 17.2551449
104 2009 OTB MDD 5981.3810 8 19.40449 72 6.383773 0.8 0.75 25.5904398
106 2010 LLS DEF 581.5160 26 46.95050 84 11.653489 0.2 0.25 37.6424762
107 2010 LLS DEF 581.5160 26 46.95050 84 11.653489 0.2 0.50 43.4475327
108 2010 LLS DEF 581.5160 26 46.95050 84 11.653489 0.2 0.75 54.6118652
109 2010 LLS DEF 581.5160 26 46.95050 84 11.653489 0.4 0.25 37.3012121
110 2010 LLS DEF 581.5160 26 46.95050 84 11.653489 0.4 0.50 44.1858706
111 2010 LLS DEF 581.5160 26 46.95050 84 11.653489 0.4 0.75 54.1263807
112 2010 LLS DEF 581.5160 26 46.95050 84 11.653489 0.6 0.25 36.9322282
113 2010 LLS DEF 581.5160 26 46.95050 84 11.653489 0.6 0.50 45.0004723
114 2010 LLS DEF 581.5160 26 46.95050 84 11.653489 0.6 0.75 54.2402832
115 2010 LLS DEF 581.5160 26 46.95050 84 11.653489 0.8 0.25 36.0029761
116 2010 LLS DEF 581.5160 26 46.95050 84 11.653489 0.8 0.50 45.3412527
117 2010 LLS DEF 581.5160 26 46.95050 84 11.653489 0.8 0.75 55.5543893
118 2010 OTB DEF 42166.4470 8 19.01901 64 5.092499 0.2 0.25 14.8195288
119 2010 OTB DEF 42166.4470 8 19.01901 64 5.092499 0.2 0.50 17.8949539
120 2010 OTB DEF 42166.4470 8 19.01901 64 5.092499 0.2 0.75 21.2522312
121 2010 OTB DEF 42166.4470 8 19.01901 64 5.092499 0.4 0.25 13.1116140
122 2010 OTB DEF 42166.4470 8 19.01901 64 5.092499 0.4 0.50 17.9134997
123 2010 OTB DEF 42166.4470 8 19.01901 64 5.092499 0.4 0.75 22.4828863
124 2010 OTB DEF 42166.4470 8 19.01901 64 5.092499 0.6 0.25 0.4082186
125 2010 OTB DEF 42166.4470 8 19.01901 64 5.092499 0.6 0.50 16.9100949
126 2010 OTB DEF 42166.4470 8 19.01901 64 5.092499 0.6 0.75 23.8007380
127 2010 OTB DEF 42166.4470 8 19.01901 64 5.092499 0.8 0.25 10.6271133
128 2010 OTB DEF 42166.4470 8 19.01901 64 5.092499 0.8 0.50 17.0015716
129 2010 OTB DEF 42166.4470 8 19.01901 64 5.092499 0.8 0.75 25.0244809
131 2010 OTB MDD 6740.8010 10 20.92410 82 7.709608 0.2 0.25 15.4282803
132 2010 OTB MDD 6740.8010 10 20.92410 82 7.709608 0.2 0.50 18.5822143
133 2010 OTB MDD 6740.8010 10 20.92410 82 7.709608 0.2 0.75 22.7533899
134 2010 OTB MDD 6740.8010 10 20.92410 82 7.709608 0.4 0.25 14.0058456
135 2010 OTB MDD 6740.8010 10 20.92410 82 7.709608 0.4 0.50 19.1719619
136 2010 OTB MDD 6740.8010 10 20.92410 82 7.709608 0.4 0.75 23.8611381
137 2010 OTB MDD 6740.8010 10 20.92410 82 7.709608 0.6 0.25 11.6070501
138 2010 OTB MDD 6740.8010 10 20.92410 82 7.709608 0.6 0.50 18.4155416
139 2010 OTB MDD 6740.8010 10 20.92410 82 7.709608 0.6 0.75 25.8926676
140 2010 OTB MDD 6740.8010 10 20.92410 82 7.709608 0.8 0.25 3.9269705
141 2010 OTB MDD 6740.8010 10 20.92410 82 7.709608 0.8 0.50 18.3134329
142 2010 OTB MDD 6740.8010 10 20.92410 82 7.709608 0.8 0.75 27.0364323
144 2011 LLS DEF 499.9060 26 46.53792 88 13.365026 0.2 0.25 36.2199378
145 2011 LLS DEF 499.9060 26 46.53792 88 13.365026 0.2 0.50 42.7115269
146 2011 LLS DEF 499.9060 26 46.53792 88 13.365026 0.2 0.75 53.7512634
147 2011 LLS DEF 499.9060 26 46.53792 88 13.365026 0.4 0.25 35.9100556
148 2011 LLS DEF 499.9060 26 46.53792 88 13.365026 0.4 0.50 42.9887601
149 2011 LLS DEF 499.9060 26 46.53792 88 13.365026 0.4 0.75 53.5407291
150 2011 LLS DEF 499.9060 26 46.53792 88 13.365026 0.6 0.25 35.5182740
151 2011 LLS DEF 499.9060 26 46.53792 88 13.365026 0.6 0.50 43.9468175
152 2011 LLS DEF 499.9060 26 46.53792 88 13.365026 0.6 0.75 54.0002282
153 2011 LLS DEF 499.9060 26 46.53792 88 13.365026 0.8 0.25 34.1932907
154 2011 LLS DEF 499.9060 26 46.53792 88 13.365026 0.8 0.50 44.4105082
155 2011 LLS DEF 499.9060 26 46.53792 88 13.365026 0.8 0.75 55.3298617
156 2011 OTB DEF 38052.3220 8 20.45616 69 5.607221 0.2 0.25 16.0379204
157 2011 OTB DEF 38052.3220 8 20.45616 69 5.607221 0.2 0.50 19.2009949
158 2011 OTB DEF 38052.3220 8 20.45616 69 5.607221 0.2 0.75 22.8901820
159 2011 OTB DEF 38052.3220 8 20.45616 69 5.607221 0.4 0.25 14.5403082
160 2011 OTB DEF 38052.3220 8 20.45616 69 5.607221 0.4 0.50 19.5866262
161 2011 OTB DEF 38052.3220 8 20.45616 69 5.607221 0.4 0.75 23.7914299
162 2011 OTB DEF 38052.3220 8 20.45616 69 5.607221 0.6 0.25 8.5718450
163 2011 OTB DEF 38052.3220 8 20.45616 69 5.607221 0.6 0.50 18.4386599
164 2011 OTB DEF 38052.3220 8 20.45616 69 5.607221 0.6 0.75 25.5613750
165 2011 OTB DEF 38052.3220 8 20.45616 69 5.607221 0.8 0.25 11.4377148
166 2011 OTB DEF 38052.3220 8 20.45616 69 5.607221 0.8 0.50 18.1521386
167 2011 OTB DEF 38052.3220 8 20.45616 69 5.607221 0.8 0.75 26.5163545
169 2011 OTB MDD 4043.4320 7 19.43710 74 7.357323 0.2 0.25 14.1541764
170 2011 OTB MDD 4043.4320 7 19.43710 74 7.357323 0.2 0.50 17.4226810
171 2011 OTB MDD 4043.4320 7 19.43710 74 7.357323 0.2 0.75 21.4204464
172 2011 OTB MDD 4043.4320 7 19.43710 74 7.357323 0.4 0.25 12.4572608
173 2011 OTB MDD 4043.4320 7 19.43710 74 7.357323 0.4 0.50 17.5463478
174 2011 OTB MDD 4043.4320 7 19.43710 74 7.357323 0.4 0.75 22.6642395
175 2011 OTB MDD 4043.4320 7 19.43710 74 7.357323 0.6 0.25 5.0064717
176 2011 OTB MDD 4043.4320 7 19.43710 74 7.357323 0.6 0.50 16.9285845
177 2011 OTB MDD 4043.4320 7 19.43710 74 7.357323 0.6 0.75 24.2227143
178 2011 OTB MDD 4043.4320 7 19.43710 74 7.357323 0.8 0.25 2.6847121
179 2011 OTB MDD 4043.4320 7 19.43710 74 7.357323 0.8 0.50 17.1322671
180 2011 OTB MDD 4043.4320 7 19.43710 74 7.357323 0.8 0.75 25.5545400
182 2012 LLS DEF 650.7450 23 43.76651 85 12.131961 0.2 0.25 33.4295348
183 2012 LLS DEF 650.7450 23 43.76651 85 12.131961 0.2 0.50 41.1160519
184 2012 LLS DEF 650.7450 23 43.76651 85 12.131961 0.2 0.75 52.0683033
185 2012 LLS DEF 650.7450 23 43.76651 85 12.131961 0.4 0.25 33.6044693
186 2012 LLS DEF 650.7450 23 43.76651 85 12.131961 0.4 0.50 41.8227549
187 2012 LLS DEF 650.7450 23 43.76651 85 12.131961 0.4 0.75 51.7794410
188 2012 LLS DEF 650.7450 23 43.76651 85 12.131961 0.6 0.25 33.6301999
189 2012 LLS DEF 650.7450 23 43.76651 85 12.131961 0.6 0.50 42.3629768
190 2012 LLS DEF 650.7450 23 43.76651 85 12.131961 0.6 0.75 51.6578996
191 2012 LLS DEF 650.7450 23 43.76651 85 12.131961 0.8 0.25 32.1226835
192 2012 LLS DEF 650.7450 23 43.76651 85 12.131961 0.8 0.50 42.6423534
193 2012 LLS DEF 650.7450 23 43.76651 85 12.131961 0.8 0.75 52.4790000
194 2012 OTB DEF 52004.6550 8 16.63882 70 5.054242 0.2 0.25 12.4945381
195 2012 OTB DEF 52004.6550 8 16.63882 70 5.054242 0.2 0.50 14.9888161
196 2012 OTB DEF 52004.6550 8 16.63882 70 5.054242 0.2 0.75 18.4592534
197 2012 OTB DEF 52004.6550 8 16.63882 70 5.054242 0.4 0.25 10.1156203
198 2012 OTB DEF 52004.6550 8 16.63882 70 5.054242 0.4 0.50 15.1267609
199 2012 OTB DEF 52004.6550 8 16.63882 70 5.054242 0.4 0.75 19.9331978
200 2012 OTB DEF 52004.6550 8 16.63882 70 5.054242 0.6 0.25 5.7652088
201 2012 OTB DEF 52004.6550 8 16.63882 70 5.054242 0.6 0.50 14.5710035
202 2012 OTB DEF 52004.6550 8 16.63882 70 5.054242 0.6 0.75 21.2013802
203 2012 OTB DEF 52004.6550 8 16.63882 70 5.054242 0.8 0.25 9.1599945
204 2012 OTB DEF 52004.6550 8 16.63882 70 5.054242 0.8 0.50 15.1265410
205 2012 OTB DEF 52004.6550 8 16.63882 70 5.054242 0.8 0.75 22.7484234
206 2012 OTB MDD 1847.4640 8 18.04184 73 6.386348 0.2 0.25 12.9578615
207 2012 OTB MDD 1847.4640 8 18.04184 73 6.386348 0.2 0.50 16.3379257
208 2012 OTB MDD 1847.4640 8 18.04184 73 6.386348 0.2 0.75 21.0215182
209 2012 OTB MDD 1847.4640 8 18.04184 73 6.386348 0.4 0.25 11.2497486
210 2012 OTB MDD 1847.4640 8 18.04184 73 6.386348 0.4 0.50 16.4619243
211 2012 OTB MDD 1847.4640 8 18.04184 73 6.386348 0.4 0.75 21.7174065
212 2012 OTB MDD 1847.4640 8 18.04184 73 6.386348 0.6 0.25 5.6403682
213 2012 OTB MDD 1847.4640 8 18.04184 73 6.386348 0.6 0.50 15.7886132
214 2012 OTB MDD 1847.4640 8 18.04184 73 6.386348 0.6 0.75 22.8347313
215 2012 OTB MDD 1847.4640 8 18.04184 73 6.386348 0.8 0.25 6.7899653
216 2012 OTB MDD 1847.4640 8 18.04184 73 6.386348 0.8 0.50 16.1335898
217 2012 OTB MDD 1847.4640 8 18.04184 73 6.386348 0.8 0.75 24.1904212
218 2013 LLS DEF 262.9490 25 40.22662 74 11.556438 0.2 0.25 31.5629857
219 2013 LLS DEF 262.9490 25 40.22662 74 11.556438 0.2 0.50 36.0530982
220 2013 LLS DEF 262.9490 25 40.22662 74 11.556438 0.2 0.75 43.7628744
221 2013 LLS DEF 262.9490 25 40.22662 74 11.556438 0.4 0.25 31.0728894
222 2013 LLS DEF 262.9490 25 40.22662 74 11.556438 0.4 0.50 36.4851975
223 2013 LLS DEF 262.9490 25 40.22662 74 11.556438 0.4 0.75 44.3621501
224 2013 LLS DEF 262.9490 25 40.22662 74 11.556438 0.6 0.25 30.2103402
225 2013 LLS DEF 262.9490 25 40.22662 74 11.556438 0.6 0.50 37.3370125
226 2013 LLS DEF 262.9490 25 40.22662 74 11.556438 0.6 0.75 46.3406423
227 2013 LLS DEF 262.9490 25 40.22662 74 11.556438 0.8 0.25 27.9713745
228 2013 LLS DEF 262.9490 25 40.22662 74 11.556438 0.8 0.50 38.2696166
229 2013 LLS DEF 262.9490 25 40.22662 74 11.556438 0.8 0.75 47.3996674
230 2013 OTB DEF 33507.4590 8 19.63110 67 4.739516 0.2 0.25 15.7790116
231 2013 OTB DEF 33507.4590 8 19.63110 67 4.739516 0.2 0.50 18.5467296
232 2013 OTB DEF 33507.4590 8 19.63110 67 4.739516 0.2 0.75 21.6543401
233 2013 OTB DEF 33507.4590 8 19.63110 67 4.739516 0.4 0.25 13.9931013
234 2013 OTB DEF 33507.4590 8 19.63110 67 4.739516 0.4 0.50 18.7622783
235 2013 OTB DEF 33507.4590 8 19.63110 67 4.739516 0.4 0.75 22.9067990
236 2013 OTB DEF 33507.4590 8 19.63110 67 4.739516 0.6 0.25 0.4731235
237 2013 OTB DEF 33507.4590 8 19.63110 67 4.739516 0.6 0.50 17.5733120
238 2013 OTB DEF 33507.4590 8 19.63110 67 4.739516 0.6 0.75 24.4433941
239 2013 OTB DEF 33507.4590 8 19.63110 67 4.739516 0.8 0.25 10.3105169
240 2013 OTB DEF 33507.4590 8 19.63110 67 4.739516 0.8 0.50 17.5064384
241 2013 OTB DEF 33507.4590 8 19.63110 67 4.739516 0.8 0.75 25.5793634
242 2013 OTB MDD 999.2900 10 19.81213 78 5.656456 0.2 0.25 15.5401419
243 2013 OTB MDD 999.2900 10 19.81213 78 5.656456 0.2 0.50 18.3352109
244 2013 OTB MDD 999.2900 10 19.81213 78 5.656456 0.2 0.75 21.5941799
245 2013 OTB MDD 999.2900 10 19.81213 78 5.656456 0.4 0.25 13.8123071
246 2013 OTB MDD 999.2900 10 19.81213 78 5.656456 0.4 0.50 18.6188567
247 2013 OTB MDD 999.2900 10 19.81213 78 5.656456 0.4 0.75 22.9317420
248 2013 OTB MDD 999.2900 10 19.81213 78 5.656456 0.6 0.25 1.1308732
249 2013 OTB MDD 999.2900 10 19.81213 78 5.656456 0.6 0.50 17.5997278
250 2013 OTB MDD 999.2900 10 19.81213 78 5.656456 0.6 0.75 24.5783774
251 2013 OTB MDD 999.2900 10 19.81213 78 5.656456 0.8 0.25 10.3039891
252 2013 OTB MDD 999.2900 10 19.81213 78 5.656456 0.8 0.50 17.5720929
253 2013 OTB MDD 999.2900 10 19.81213 78 5.656456 0.8 0.75 25.7580084
255 2014 LLS DEF 220.1510 25 49.31121 86 14.092136 0.2 0.25 37.5412111
256 2014 LLS DEF 220.1510 25 49.31121 86 14.092136 0.2 0.50 45.1812145
257 2014 LLS DEF 220.1510 25 49.31121 86 14.092136 0.2 0.75 59.2547829
258 2014 LLS DEF 220.1510 25 49.31121 86 14.092136 0.4 0.25 37.3156780
259 2014 LLS DEF 220.1510 25 49.31121 86 14.092136 0.4 0.50 45.9694641
260 2014 LLS DEF 220.1510 25 49.31121 86 14.092136 0.4 0.75 59.6169426
261 2014 LLS DEF 220.1510 25 49.31121 86 14.092136 0.6 0.25 37.2556102
262 2014 LLS DEF 220.1510 25 49.31121 86 14.092136 0.6 0.50 46.7182058
263 2014 LLS DEF 220.1510 25 49.31121 86 14.092136 0.6 0.75 59.1552883
264 2014 LLS DEF 220.1510 25 49.31121 86 14.092136 0.8 0.25 36.8019761
265 2014 LLS DEF 220.1510 25 49.31121 86 14.092136 0.8 0.50 47.2534389
266 2014 LLS DEF 220.1510 25 49.31121 86 14.092136 0.8 0.75 59.2780456
267 2014 OTB DEF 33579.6040 8 16.69875 66 5.117233 0.2 0.25 12.6226273
268 2014 OTB DEF 33579.6040 8 16.69875 66 5.117233 0.2 0.50 15.2836850
269 2014 OTB DEF 33579.6040 8 16.69875 66 5.117233 0.2 0.75 18.6057628
270 2014 OTB DEF 33579.6040 8 16.69875 66 5.117233 0.4 0.25 10.2101275
271 2014 OTB DEF 33579.6040 8 16.69875 66 5.117233 0.4 0.50 15.2047542
272 2014 OTB DEF 33579.6040 8 16.69875 66 5.117233 0.4 0.75 19.9915175
273 2014 OTB DEF 33579.6040 8 16.69875 66 5.117233 0.6 0.25 5.3760086
274 2014 OTB DEF 33579.6040 8 16.69875 66 5.117233 0.6 0.50 14.6109840
275 2014 OTB DEF 33579.6040 8 16.69875 66 5.117233 0.6 0.75 21.2449285
276 2014 OTB DEF 33579.6040 8 16.69875 66 5.117233 0.8 0.25 9.1917818
277 2014 OTB DEF 33579.6040 8 16.69875 66 5.117233 0.8 0.50 15.1655840
278 2014 OTB DEF 33579.6040 8 16.69875 66 5.117233 0.8 0.75 22.7959710
279 2014 OTB MDD 710.4730 11 18.84251 78 5.902323 0.2 0.25 14.0813333
280 2014 OTB MDD 710.4730 11 18.84251 78 5.902323 0.2 0.50 17.0900977
281 2014 OTB MDD 710.4730 11 18.84251 78 5.902323 0.2 0.75 21.0680480
282 2014 OTB MDD 710.4730 11 18.84251 78 5.902323 0.4 0.25 12.4137762
283 2014 OTB MDD 710.4730 11 18.84251 78 5.902323 0.4 0.50 17.3150990
284 2014 OTB MDD 710.4730 11 18.84251 78 5.902323 0.4 0.75 22.2185006
285 2014 OTB MDD 710.4730 11 18.84251 78 5.902323 0.6 0.25 0.2445918
286 2014 OTB MDD 710.4730 11 18.84251 78 5.902323 0.6 0.50 16.5826443
287 2014 OTB MDD 710.4730 11 18.84251 78 5.902323 0.6 0.75 23.5613332
288 2014 OTB MDD 710.4730 11 18.84251 78 5.902323 0.8 0.25 2.9693230
289 2014 OTB MDD 710.4730 11 18.84251 78 5.902323 0.8 0.50 16.7923295
290 2014 OTB MDD 710.4730 11 18.84251 78 5.902323 0.8 0.75 24.8741210
291 2015 LLS DEF 454.9380 22 44.54377 78 12.612133 0.2 0.25 33.9081572
292 2015 LLS DEF 454.9380 22 44.54377 78 12.612133 0.2 0.50 40.8532579
293 2015 LLS DEF 454.9380 22 44.54377 78 12.612133 0.2 0.75 52.9649656
294 2015 LLS DEF 454.9380 22 44.54377 78 12.612133 0.4 0.25 33.9968711
295 2015 LLS DEF 454.9380 22 44.54377 78 12.612133 0.4 0.50 41.5037565
296 2015 LLS DEF 454.9380 22 44.54377 78 12.612133 0.4 0.75 52.9912192
297 2015 LLS DEF 454.9380 22 44.54377 78 12.612133 0.6 0.25 33.8307850
298 2015 LLS DEF 454.9380 22 44.54377 78 12.612133 0.6 0.50 42.5561926
299 2015 LLS DEF 454.9380 22 44.54377 78 12.612133 0.6 0.75 52.8665375
300 2015 LLS DEF 454.9380 22 44.54377 78 12.612133 0.8 0.25 32.3413138
301 2015 LLS DEF 454.9380 22 44.54377 78 12.612133 0.8 0.50 43.0811524
302 2015 LLS DEF 454.9380 22 44.54377 78 12.612133 0.8 0.75 53.6178479
303 2015 OTB DEF 19053.5020 11 21.05400 61 4.868143 0.2 0.25 17.0952382
304 2015 OTB DEF 19053.5020 11 21.05400 61 4.868143 0.2 0.50 20.0805610
305 2015 OTB DEF 19053.5020 11 21.05400 61 4.868143 0.2 0.75 23.3361862
306 2015 OTB DEF 19053.5020 11 21.05400 61 4.868143 0.4 0.25 15.5665690
307 2015 OTB DEF 19053.5020 11 21.05400 61 4.868143 0.4 0.50 20.4196040
308 2015 OTB DEF 19053.5020 11 21.05400 61 4.868143 0.4 0.75 24.3017826
309 2015 OTB DEF 19053.5020 11 21.05400 61 4.868143 0.6 0.25 12.4447429
310 2015 OTB DEF 19053.5020 11 21.05400 61 4.868143 0.6 0.50 19.2252476
311 2015 OTB DEF 19053.5020 11 21.05400 61 4.868143 0.6 0.75 26.1965295
312 2015 OTB DEF 19053.5020 11 21.05400 61 4.868143 0.8 0.25 9.2710757
313 2015 OTB DEF 19053.5020 11 21.05400 61 4.868143 0.8 0.50 18.6988770
314 2015 OTB DEF 19053.5020 11 21.05400 61 4.868143 0.8 0.75 27.0627114
315 2015 OTB MDD 1207.6270 8 16.69198 67 5.545294 0.2 0.25 12.6040964
316 2015 OTB MDD 1207.6270 8 16.69198 67 5.545294 0.2 0.50 15.2175005
317 2015 OTB MDD 1207.6270 8 16.69198 67 5.545294 0.2 0.75 18.3742151
318 2015 OTB MDD 1207.6270 8 16.69198 67 5.545294 0.4 0.25 10.0635596
319 2015 OTB MDD 1207.6270 8 16.69198 67 5.545294 0.4 0.50 15.0714150
320 2015 OTB MDD 1207.6270 8 16.69198 67 5.545294 0.4 0.75 19.8559080
321 2015 OTB MDD 1207.6270 8 16.69198 67 5.545294 0.6 0.25 6.1840073
322 2015 OTB MDD 1207.6270 8 16.69198 67 5.545294 0.6 0.50 14.5381214
323 2015 OTB MDD 1207.6270 8 16.69198 67 5.545294 0.6 0.75 21.1965905
324 2015 OTB MDD 1207.6270 8 16.69198 67 5.545294 0.8 0.25 9.1258730
325 2015 OTB MDD 1207.6270 8 16.69198 67 5.545294 0.8 0.50 15.1160538
326 2015 OTB MDD 1207.6270 8 16.69198 67 5.545294 0.8 0.75 22.7826549
328 2016 LLS DEF 793.7840 24 40.74813 88 9.915560 0.2 0.25 33.7615669
329 2016 LLS DEF 793.7840 24 40.74813 88 9.915560 0.2 0.50 37.8343564
330 2016 LLS DEF 793.7840 24 40.74813 88 9.915560 0.2 0.75 43.8862462
331 2016 LLS DEF 793.7840 24 40.74813 88 9.915560 0.4 0.25 33.2867557
332 2016 LLS DEF 793.7840 24 40.74813 88 9.915560 0.4 0.50 38.4120525
333 2016 LLS DEF 793.7840 24 40.74813 88 9.915560 0.4 0.75 44.4765832
334 2016 LLS DEF 793.7840 24 40.74813 88 9.915560 0.6 0.25 32.4138090
335 2016 LLS DEF 793.7840 24 40.74813 88 9.915560 0.6 0.50 39.0739567
336 2016 LLS DEF 793.7840 24 40.74813 88 9.915560 0.6 0.75 46.2614580
337 2016 LLS DEF 793.7840 24 40.74813 88 9.915560 0.8 0.25 29.6885351
338 2016 LLS DEF 793.7840 24 40.74813 88 9.915560 0.8 0.50 39.5752001
339 2016 LLS DEF 793.7840 24 40.74813 88 9.915560 0.8 0.75 47.4444027
340 2016 OTB DEF 23313.0750 8 19.81873 66 5.239888 0.2 0.25 15.8719742
341 2016 OTB DEF 23313.0750 8 19.81873 66 5.239888 0.2 0.50 18.9963380
342 2016 OTB DEF 23313.0750 8 19.81873 66 5.239888 0.2 0.75 22.1251981
343 2016 OTB DEF 23313.0750 8 19.81873 66 5.239888 0.4 0.25 14.0744310
344 2016 OTB DEF 23313.0750 8 19.81873 66 5.239888 0.4 0.50 19.0241860
345 2016 OTB DEF 23313.0750 8 19.81873 66 5.239888 0.4 0.75 23.2369110
346 2016 OTB DEF 23313.0750 8 19.81873 66 5.239888 0.6 0.25 3.9657010
347 2016 OTB DEF 23313.0750 8 19.81873 66 5.239888 0.6 0.50 17.7828235
348 2016 OTB DEF 23313.0750 8 19.81873 66 5.239888 0.6 0.75 24.8084520
349 2016 OTB DEF 23313.0750 8 19.81873 66 5.239888 0.8 0.25 9.5110810
350 2016 OTB DEF 23313.0750 8 19.81873 66 5.239888 0.8 0.50 17.6550964
351 2016 OTB DEF 23313.0750 8 19.81873 66 5.239888 0.8 0.75 25.8602782
353 2016 OTB MDD 469.3880 8 18.82246 69 6.270854 0.2 0.25 13.9241940
354 2016 OTB MDD 469.3880 8 18.82246 69 6.270854 0.2 0.50 17.1682973
355 2016 OTB MDD 469.3880 8 18.82246 69 6.270854 0.2 0.75 21.2779807
356 2016 OTB MDD 469.3880 8 18.82246 69 6.270854 0.4 0.25 12.2576171
357 2016 OTB MDD 469.3880 8 18.82246 69 6.270854 0.4 0.50 17.2977380
358 2016 OTB MDD 469.3880 8 18.82246 69 6.270854 0.4 0.75 22.3273071
359 2016 OTB MDD 469.3880 8 18.82246 69 6.270854 0.6 0.25 2.6426797
360 2016 OTB MDD 469.3880 8 18.82246 69 6.270854 0.6 0.50 16.5500922
361 2016 OTB MDD 469.3880 8 18.82246 69 6.270854 0.6 0.75 23.6230020
362 2016 OTB MDD 469.3880 8 18.82246 69 6.270854 0.8 0.25 0.5339569
363 2016 OTB MDD 469.3880 8 18.82246 69 6.270854 0.8 0.50 16.7601460
364 2016 OTB MDD 469.3880 8 18.82246 69 6.270854 0.8 0.75 24.9162533
367 2017 LLS DEF 928.3170 24 37.98009 80 8.993170 0.2 0.25 31.4136637
368 2017 LLS DEF 928.3170 24 37.98009 80 8.993170 0.2 0.50 35.5884229
369 2017 LLS DEF 928.3170 24 37.98009 80 8.993170 0.2 0.75 41.1769708
370 2017 LLS DEF 928.3170 24 37.98009 80 8.993170 0.4 0.25 30.8477984
371 2017 LLS DEF 928.3170 24 37.98009 80 8.993170 0.4 0.50 35.9401334
372 2017 LLS DEF 928.3170 24 37.98009 80 8.993170 0.4 0.75 41.7991739
373 2017 LLS DEF 928.3170 24 37.98009 80 8.993170 0.6 0.25 29.8420122
374 2017 LLS DEF 928.3170 24 37.98009 80 8.993170 0.6 0.50 36.2746136
375 2017 LLS DEF 928.3170 24 37.98009 80 8.993170 0.6 0.75 43.6710062
376 2017 LLS DEF 928.3170 24 37.98009 80 8.993170 0.8 0.25 26.9284219
377 2017 LLS DEF 928.3170 24 37.98009 80 8.993170 0.8 0.50 36.3046050
378 2017 LLS DEF 928.3170 24 37.98009 80 8.993170 0.8 0.75 44.9021190
379 2017 OTB DEF 22344.8590 8 19.41645 59 5.027776 0.2 0.25 15.3814140
380 2017 OTB DEF 22344.8590 8 19.41645 59 5.027776 0.2 0.50 18.5745391
381 2017 OTB DEF 22344.8590 8 19.41645 59 5.027776 0.2 0.75 21.8088292
382 2017 OTB DEF 22344.8590 8 19.41645 59 5.027776 0.4 0.25 13.6733520
383 2017 OTB DEF 22344.8590 8 19.41645 59 5.027776 0.4 0.50 18.5592619
384 2017 OTB DEF 22344.8590 8 19.41645 59 5.027776 0.4 0.75 22.8921111
385 2017 OTB DEF 22344.8590 8 19.41645 59 5.027776 0.6 0.25 11.0754556
386 2017 OTB DEF 22344.8590 8 19.41645 59 5.027776 0.6 0.50 17.3670870
387 2017 OTB DEF 22344.8590 8 19.41645 59 5.027776 0.6 0.75 24.3016621
388 2017 OTB DEF 22344.8590 8 19.41645 59 5.027776 0.8 0.25 9.5098024
389 2017 OTB DEF 22344.8590 8 19.41645 59 5.027776 0.8 0.50 17.3369062
390 2017 OTB DEF 22344.8590 8 19.41645 59 5.027776 0.8 0.75 25.4348951
392 2017 OTB MDD 2674.7560 10 18.85240 67 4.962332 0.2 0.25 14.9228548
393 2017 OTB MDD 2674.7560 10 18.85240 67 4.962332 0.2 0.50 17.6900382
394 2017 OTB MDD 2674.7560 10 18.85240 67 4.962332 0.2 0.75 20.6291922
395 2017 OTB MDD 2674.7560 10 18.85240 67 4.962332 0.4 0.25 12.9525029
396 2017 OTB MDD 2674.7560 10 18.85240 67 4.962332 0.4 0.50 17.5991454
397 2017 OTB MDD 2674.7560 10 18.85240 67 4.962332 0.4 0.75 22.1174027
398 2017 OTB MDD 2674.7560 10 18.85240 67 4.962332 0.6 0.25 2.4397806
399 2017 OTB MDD 2674.7560 10 18.85240 67 4.962332 0.6 0.50 16.6850892
400 2017 OTB MDD 2674.7560 10 18.85240 67 4.962332 0.6 0.75 23.4949600
401 2017 OTB MDD 2674.7560 10 18.85240 67 4.962332 0.8 0.25 10.5525793
402 2017 OTB MDD 2674.7560 10 18.85240 67 4.962332 0.8 0.50 16.8562999
403 2017 OTB MDD 2674.7560 10 18.85240 67 4.962332 0.8 0.75 24.7999097
407 2018 LLS DEF 436.0620 26 42.10675 83 10.552421 0.2 0.25 34.2167549
408 2018 LLS DEF 436.0620 26 42.10675 83 10.552421 0.2 0.50 38.9630842
409 2018 LLS DEF 436.0620 26 42.10675 83 10.552421 0.2 0.75 45.8358269
410 2018 LLS DEF 436.0620 26 42.10675 83 10.552421 0.4 0.25 34.0422962
411 2018 LLS DEF 436.0620 26 42.10675 83 10.552421 0.4 0.50 39.5805954
412 2018 LLS DEF 436.0620 26 42.10675 83 10.552421 0.4 0.75 46.3013283
413 2018 LLS DEF 436.0620 26 42.10675 83 10.552421 0.6 0.25 33.3959256
414 2018 LLS DEF 436.0620 26 42.10675 83 10.552421 0.6 0.50 40.3606728
415 2018 LLS DEF 436.0620 26 42.10675 83 10.552421 0.6 0.75 47.5028515
416 2018 LLS DEF 436.0620 26 42.10675 83 10.552421 0.8 0.25 30.8751024
417 2018 LLS DEF 436.0620 26 42.10675 83 10.552421 0.8 0.50 40.8105071
418 2018 LLS DEF 436.0620 26 42.10675 83 10.552421 0.8 0.75 48.8157765
419 2018 OTB DEF 22831.6660 10 20.18400 55 4.161379 0.2 0.25 16.6941906
420 2018 OTB DEF 22831.6660 10 20.18400 55 4.161379 0.2 0.50 19.4040040
421 2018 OTB DEF 22831.6660 10 20.18400 55 4.161379 0.2 0.75 22.2064176
422 2018 OTB DEF 22831.6660 10 20.18400 55 4.161379 0.4 0.25 14.8693929
423 2018 OTB DEF 22831.6660 10 20.18400 55 4.161379 0.4 0.50 19.6179918
424 2018 OTB DEF 22831.6660 10 20.18400 55 4.161379 0.4 0.75 23.3829164
425 2018 OTB DEF 22831.6660 10 20.18400 55 4.161379 0.6 0.25 5.6595281
426 2018 OTB DEF 22831.6660 10 20.18400 55 4.161379 0.6 0.50 18.2524536
427 2018 OTB DEF 22831.6660 10 20.18400 55 4.161379 0.6 0.75 25.0985366
428 2018 OTB DEF 22831.6660 10 20.18400 55 4.161379 0.8 0.25 4.1161667
429 2018 OTB DEF 22831.6660 10 20.18400 55 4.161379 0.8 0.50 17.9843578
430 2018 OTB DEF 22831.6660 10 20.18400 55 4.161379 0.8 0.75 26.1002686
432 2018 OTB MDD 1670.9800 7 18.79180 61 4.760927 0.2 0.25 14.9203844
433 2018 OTB MDD 1670.9800 7 18.79180 61 4.760927 0.2 0.50 17.8407708
434 2018 OTB MDD 1670.9800 7 18.79180 61 4.760927 0.2 0.75 20.8820350
435 2018 OTB MDD 1670.9800 7 18.79180 61 4.760927 0.4 0.25 13.0287692
436 2018 OTB MDD 1670.9800 7 18.79180 61 4.760927 0.4 0.50 17.7275302
437 2018 OTB MDD 1670.9800 7 18.79180 61 4.760927 0.4 0.75 22.2165958
438 2018 OTB MDD 1670.9800 7 18.79180 61 4.760927 0.6 0.25 1.7674157
439 2018 OTB MDD 1670.9800 7 18.79180 61 4.760927 0.6 0.50 16.6934624
440 2018 OTB MDD 1670.9800 7 18.79180 61 4.760927 0.6 0.75 23.4927638
441 2018 OTB MDD 1670.9800 7 18.79180 61 4.760927 0.8 0.25 10.5397394
442 2018 OTB MDD 1670.9800 7 18.79180 61 4.760927 0.8 0.50 16.8332752
443 2018 OTB MDD 1670.9800 7 18.79180 61 4.760927 0.8 0.75 24.7561903
447 2020 LLS DEF 430.0004 24 39.67404 78 9.802053 0.2 0.25 32.3156479
448 2020 LLS DEF 430.0004 24 39.67404 78 9.802053 0.2 0.50 37.0164878
449 2020 LLS DEF 430.0004 24 39.67404 78 9.802053 0.2 0.75 43.4052146
450 2020 LLS DEF 430.0004 24 39.67404 78 9.802053 0.4 0.25 32.1167618
451 2020 LLS DEF 430.0004 24 39.67404 78 9.802053 0.4 0.50 37.3368347
452 2020 LLS DEF 430.0004 24 39.67404 78 9.802053 0.4 0.75 43.7126704
453 2020 LLS DEF 430.0004 24 39.67404 78 9.802053 0.6 0.25 31.2167596
454 2020 LLS DEF 430.0004 24 39.67404 78 9.802053 0.6 0.50 37.8339859
455 2020 LLS DEF 430.0004 24 39.67404 78 9.802053 0.6 0.75 45.4093285
456 2020 LLS DEF 430.0004 24 39.67404 78 9.802053 0.8 0.25 28.5197006
457 2020 LLS DEF 430.0004 24 39.67404 78 9.802053 0.8 0.50 38.3256509
458 2020 LLS DEF 430.0004 24 39.67404 78 9.802053 0.8 0.75 46.5253028
459 2020 OTB DEF 14595.1918 9 19.70845 68 5.108693 0.2 0.25 15.5004904
460 2020 OTB DEF 14595.1918 9 19.70845 68 5.108693 0.2 0.50 18.7662149
461 2020 OTB DEF 14595.1918 9 19.70845 68 5.108693 0.2 0.75 22.2596207
462 2020 OTB DEF 14595.1918 9 19.70845 68 5.108693 0.4 0.25 13.9544029
463 2020 OTB DEF 14595.1918 9 19.70845 68 5.108693 0.4 0.50 18.9164189
464 2020 OTB DEF 14595.1918 9 19.70845 68 5.108693 0.4 0.75 23.2040091
465 2020 OTB DEF 14595.1918 9 19.70845 68 5.108693 0.6 0.25 3.4796529
466 2020 OTB DEF 14595.1918 9 19.70845 68 5.108693 0.6 0.50 17.6931388
467 2020 OTB DEF 14595.1918 9 19.70845 68 5.108693 0.6 0.75 24.6933160
468 2020 OTB DEF 14595.1918 9 19.70845 68 5.108693 0.8 0.25 10.2672619
469 2020 OTB DEF 14595.1918 9 19.70845 68 5.108693 0.8 0.50 17.5766746
470 2020 OTB DEF 14595.1918 9 19.70845 68 5.108693 0.8 0.75 25.7483166
472 2020 OTB MDD 787.8286 9 18.98148 73 5.850731 0.2 0.25 14.7601141
473 2020 OTB MDD 787.8286 9 18.98148 73 5.850731 0.2 0.50 17.4744454
474 2020 OTB MDD 787.8286 9 18.98148 73 5.850731 0.2 0.75 20.4108409
475 2020 OTB MDD 787.8286 9 18.98148 73 5.850731 0.4 0.25 12.7757715
476 2020 OTB MDD 787.8286 9 18.98148 73 5.850731 0.4 0.50 17.4331670
477 2020 OTB MDD 787.8286 9 18.98148 73 5.850731 0.4 0.75 22.0155962
478 2020 OTB MDD 787.8286 9 18.98148 73 5.850731 0.6 0.25 2.9352235
479 2020 OTB MDD 787.8286 9 18.98148 73 5.850731 0.6 0.50 16.6172923
480 2020 OTB MDD 787.8286 9 18.98148 73 5.850731 0.6 0.75 23.4774898
481 2020 OTB MDD 787.8286 9 18.98148 73 5.850731 0.8 0.25 4.5194138
482 2020 OTB MDD 787.8286 9 18.98148 73 5.850731 0.8 0.50 16.8608075
483 2020 OTB MDD 787.8286 9 18.98148 73 5.850731 0.8 0.75 24.8842758

Plot of MeanLength for HKE - ITA - GSA 18

Plot of MedianLength for HKE - ITA - GSA 18

2.6.2 GSA 19

2.6.2.1 HKE

Summary table of Main length size indicators for HKE in GSA 19
year gear fishery total_number min_size mean_size max_size sd_size spline percentile percentile_value
7 2004 LLS DEF 125.49600 29 54.59597 90 13.599860 0.2 0.25 42.9966179
8 2004 LLS DEF 125.49600 29 54.59597 90 13.599860 0.2 0.50 54.5635365
9 2004 LLS DEF 125.49600 29 54.59597 90 13.599860 0.2 0.75 62.6486250
10 2004 LLS DEF 125.49600 29 54.59597 90 13.599860 0.4 0.25 43.4773498
11 2004 LLS DEF 125.49600 29 54.59597 90 13.599860 0.4 0.50 53.9865208
12 2004 LLS DEF 125.49600 29 54.59597 90 13.599860 0.4 0.75 63.6617674
13 2004 LLS DEF 125.49600 29 54.59597 90 13.599860 0.6 0.25 43.5125717
14 2004 LLS DEF 125.49600 29 54.59597 90 13.599860 0.6 0.50 53.7815419
15 2004 LLS DEF 125.49600 29 54.59597 90 13.599860 0.6 0.75 64.2953299
16 2004 LLS DEF 125.49600 29 54.59597 90 13.599860 0.8 0.25 43.1326212
17 2004 LLS DEF 125.49600 29 54.59597 90 13.599860 0.8 0.50 54.0578557
18 2004 LLS DEF 125.49600 29 54.59597 90 13.599860 0.8 0.75 64.9635870
21 2005 GNS DEF 165.15483 11 22.95809 40 6.873722 0.2 0.25 17.4416098
22 2005 GNS DEF 165.15483 11 22.95809 40 6.873722 0.2 0.50 22.4845346
23 2005 GNS DEF 165.15483 11 22.95809 40 6.873722 0.2 0.75 26.7757977
24 2005 GNS DEF 165.15483 11 22.95809 40 6.873722 0.4 0.25 16.7243550
25 2005 GNS DEF 165.15483 11 22.95809 40 6.873722 0.4 0.50 22.2267081
26 2005 GNS DEF 165.15483 11 22.95809 40 6.873722 0.4 0.75 27.7867686
27 2005 GNS DEF 165.15483 11 22.95809 40 6.873722 0.6 0.25 13.8543839
28 2005 GNS DEF 165.15483 11 22.95809 40 6.873722 0.6 0.50 21.5446928
29 2005 GNS DEF 165.15483 11 22.95809 40 6.873722 0.6 0.75 28.6847958
30 2005 GNS DEF 165.15483 11 22.95809 40 6.873722 0.8 0.25 1.7552327
31 2005 GNS DEF 165.15483 11 22.95809 40 6.873722 0.8 0.50 20.4704970
32 2005 GNS DEF 165.15483 11 22.95809 40 6.873722 0.8 0.75 29.5109161
33 2005 GTR DEF 71.51598 11 22.87347 40 6.879642 0.2 0.25 17.3639267
34 2005 GTR DEF 71.51598 11 22.87347 40 6.879642 0.2 0.50 22.3962568
35 2005 GTR DEF 71.51598 11 22.87347 40 6.879642 0.2 0.75 26.6491810
36 2005 GTR DEF 71.51598 11 22.87347 40 6.879642 0.4 0.25 16.6366082
37 2005 GTR DEF 71.51598 11 22.87347 40 6.879642 0.4 0.50 22.1389765
38 2005 GTR DEF 71.51598 11 22.87347 40 6.879642 0.4 0.75 27.6790300
39 2005 GTR DEF 71.51598 11 22.87347 40 6.879642 0.6 0.25 13.7728596
40 2005 GTR DEF 71.51598 11 22.87347 40 6.879642 0.6 0.50 21.4429020
41 2005 GTR DEF 71.51598 11 22.87347 40 6.879642 0.6 0.75 28.5983712
42 2005 GTR DEF 71.51598 11 22.87347 40 6.879642 0.8 0.25 0.5268742
43 2005 GTR DEF 71.51598 11 22.87347 40 6.879642 0.8 0.50 20.3881599
44 2005 GTR DEF 71.51598 11 22.87347 40 6.879642 0.8 0.75 29.4176364
45 2005 LLS DEF 479.11000 23 32.87399 55 6.337210 0.2 0.25 27.6409924
46 2005 LLS DEF 479.11000 23 32.87399 55 6.337210 0.2 0.50 31.1991992
47 2005 LLS DEF 479.11000 23 32.87399 55 6.337210 0.2 0.75 35.6606342
48 2005 LLS DEF 479.11000 23 32.87399 55 6.337210 0.4 0.25 27.1751903
49 2005 LLS DEF 479.11000 23 32.87399 55 6.337210 0.4 0.50 31.6234413
50 2005 LLS DEF 479.11000 23 32.87399 55 6.337210 0.4 0.75 36.6238455
51 2005 LLS DEF 479.11000 23 32.87399 55 6.337210 0.6 0.25 25.7741116
52 2005 LLS DEF 479.11000 23 32.87399 55 6.337210 0.6 0.50 32.0192998
53 2005 LLS DEF 479.11000 23 32.87399 55 6.337210 0.6 0.75 37.9032886
54 2005 LLS DEF 479.11000 23 32.87399 55 6.337210 0.8 0.25 21.5288458
55 2005 LLS DEF 479.11000 23 32.87399 55 6.337210 0.8 0.50 31.0594021
56 2005 LLS DEF 479.11000 23 32.87399 55 6.337210 0.8 0.75 39.9489354
61 2006 GNS DEF 70.08700 11 20.68551 64 8.631302 0.2 0.25 13.4772471
62 2006 GNS DEF 70.08700 11 20.68551 64 8.631302 0.2 0.50 18.3222623
63 2006 GNS DEF 70.08700 11 20.68551 64 8.631302 0.2 0.75 26.1711727
64 2006 GNS DEF 70.08700 11 20.68551 64 8.631302 0.4 0.25 13.0658373
65 2006 GNS DEF 70.08700 11 20.68551 64 8.631302 0.4 0.50 19.2060836
66 2006 GNS DEF 70.08700 11 20.68551 64 8.631302 0.4 0.75 25.5343951
67 2006 GNS DEF 70.08700 11 20.68551 64 8.631302 0.6 0.25 11.2708361
68 2006 GNS DEF 70.08700 11 20.68551 64 8.631302 0.6 0.50 18.4168755
69 2006 GNS DEF 70.08700 11 20.68551 64 8.631302 0.6 0.75 26.3425629
70 2006 GNS DEF 70.08700 11 20.68551 64 8.631302 0.8 0.25 10.9525267
71 2006 GNS DEF 70.08700 11 20.68551 64 8.631302 0.8 0.50 18.1445014
72 2006 GNS DEF 70.08700 11 20.68551 64 8.631302 0.8 0.75 27.1413413
73 2006 GTR DEF 761.57100 11 22.59001 56 7.346537 0.2 0.25 15.7271190
74 2006 GTR DEF 761.57100 11 22.59001 56 7.346537 0.2 0.50 21.6963847
75 2006 GTR DEF 761.57100 11 22.59001 56 7.346537 0.2 0.75 27.3351403
76 2006 GTR DEF 761.57100 11 22.59001 56 7.346537 0.4 0.25 15.8292274
77 2006 GTR DEF 761.57100 11 22.59001 56 7.346537 0.4 0.50 21.6243506
78 2006 GTR DEF 761.57100 11 22.59001 56 7.346537 0.4 0.75 27.4238691
79 2006 GTR DEF 761.57100 11 22.59001 56 7.346537 0.6 0.25 13.2850119
80 2006 GTR DEF 761.57100 11 22.59001 56 7.346537 0.6 0.50 20.9139447
81 2006 GTR DEF 761.57100 11 22.59001 56 7.346537 0.6 0.75 28.2989560
82 2006 GTR DEF 761.57100 11 22.59001 56 7.346537 0.8 0.25 1.8209738
83 2006 GTR DEF 761.57100 11 22.59001 56 7.346537 0.8 0.50 20.0347439
84 2006 GTR DEF 761.57100 11 22.59001 56 7.346537 0.8 0.75 29.1343372
85 2006 LLS DEF 360.55461 25 38.76082 76 9.002123 0.2 0.25 31.6056452
86 2006 LLS DEF 360.55461 25 38.76082 76 9.002123 0.2 0.50 36.6704085
87 2006 LLS DEF 360.55461 25 38.76082 76 9.002123 0.2 0.75 43.0566742
88 2006 LLS DEF 360.55461 25 38.76082 76 9.002123 0.4 0.25 31.4358854
89 2006 LLS DEF 360.55461 25 38.76082 76 9.002123 0.4 0.50 36.8701211
90 2006 LLS DEF 360.55461 25 38.76082 76 9.002123 0.4 0.75 43.3302162
91 2006 LLS DEF 360.55461 25 38.76082 76 9.002123 0.6 0.25 30.6178284
92 2006 LLS DEF 360.55461 25 38.76082 76 9.002123 0.6 0.50 37.2690913
93 2006 LLS DEF 360.55461 25 38.76082 76 9.002123 0.6 0.75 44.7959663
94 2006 LLS DEF 360.55461 25 38.76082 76 9.002123 0.8 0.25 27.9359814
95 2006 LLS DEF 360.55461 25 38.76082 76 9.002123 0.8 0.50 37.5593966
96 2006 LLS DEF 360.55461 25 38.76082 76 9.002123 0.8 0.75 45.8186277
98 2007 GTR DEF 87.78800 19 30.30536 55 8.566226 0.2 0.25 23.0513913
99 2007 GTR DEF 87.78800 19 30.30536 55 8.566226 0.2 0.50 28.0259564
100 2007 GTR DEF 87.78800 19 30.30536 55 8.566226 0.2 0.75 34.8182196
101 2007 GTR DEF 87.78800 19 30.30536 55 8.566226 0.4 0.25 22.9917720
102 2007 GTR DEF 87.78800 19 30.30536 55 8.566226 0.4 0.50 28.5484761
103 2007 GTR DEF 87.78800 19 30.30536 55 8.566226 0.4 0.75 34.8951988
104 2007 GTR DEF 87.78800 19 30.30536 55 8.566226 0.6 0.25 21.3604485
105 2007 GTR DEF 87.78800 19 30.30536 55 8.566226 0.6 0.50 28.8144630
106 2007 GTR DEF 87.78800 19 30.30536 55 8.566226 0.6 0.75 35.8370947
107 2007 GTR DEF 87.78800 19 30.30536 55 8.566226 0.8 0.25 18.2299116
108 2007 GTR DEF 87.78800 19 30.30536 55 8.566226 0.8 0.50 28.1110037
109 2007 GTR DEF 87.78800 19 30.30536 55 8.566226 0.8 0.75 37.1611279
111 2007 LLS DEF 317.19600 30 45.13345 74 9.533476 0.2 0.25 36.9714586
112 2007 LLS DEF 317.19600 30 45.13345 74 9.533476 0.2 0.50 43.2016910
113 2007 LLS DEF 317.19600 30 45.13345 74 9.533476 0.2 0.75 50.7991634
114 2007 LLS DEF 317.19600 30 45.13345 74 9.533476 0.4 0.25 37.0537442
115 2007 LLS DEF 317.19600 30 45.13345 74 9.533476 0.4 0.50 43.2804622
116 2007 LLS DEF 317.19600 30 45.13345 74 9.533476 0.4 0.75 50.9125135
117 2007 LLS DEF 317.19600 30 45.13345 74 9.533476 0.6 0.25 36.6173612
118 2007 LLS DEF 317.19600 30 45.13345 74 9.533476 0.6 0.50 43.9092770
119 2007 LLS DEF 317.19600 30 45.13345 74 9.533476 0.6 0.75 51.4534821
120 2007 LLS DEF 317.19600 30 45.13345 74 9.533476 0.8 0.25 35.2254978
121 2007 LLS DEF 317.19600 30 45.13345 74 9.533476 0.8 0.50 44.0912043
122 2007 LLS DEF 317.19600 30 45.13345 74 9.533476 0.8 0.75 52.9609505
123 2008 GNS DEF 123.63300 15 30.89572 63 8.660416 0.2 0.25 24.6058192
124 2008 GNS DEF 123.63300 15 30.89572 63 8.660416 0.2 0.50 29.5699114
125 2008 GNS DEF 123.63300 15 30.89572 63 8.660416 0.2 0.75 35.2377158
126 2008 GNS DEF 123.63300 15 30.89572 63 8.660416 0.4 0.25 23.9095731
127 2008 GNS DEF 123.63300 15 30.89572 63 8.660416 0.4 0.50 29.6096155
128 2008 GNS DEF 123.63300 15 30.89572 63 8.660416 0.4 0.75 35.7446841
129 2008 GNS DEF 123.63300 15 30.89572 63 8.660416 0.6 0.25 22.3021560
130 2008 GNS DEF 123.63300 15 30.89572 63 8.660416 0.6 0.50 29.6456923
131 2008 GNS DEF 123.63300 15 30.89572 63 8.660416 0.6 0.75 36.6043488
132 2008 GNS DEF 123.63300 15 30.89572 63 8.660416 0.8 0.25 18.8543323
133 2008 GNS DEF 123.63300 15 30.89572 63 8.660416 0.8 0.50 28.8577436
134 2008 GNS DEF 123.63300 15 30.89572 63 8.660416 0.8 0.75 38.0682085
136 2008 GTR DEF 71.51500 15 29.39424 47 6.898470 0.2 0.25 24.1302318
137 2008 GTR DEF 71.51500 15 29.39424 47 6.898470 0.2 0.50 28.8109988
138 2008 GTR DEF 71.51500 15 29.39424 47 6.898470 0.2 0.75 33.4473910
139 2008 GTR DEF 71.51500 15 29.39424 47 6.898470 0.4 0.25 23.3927994
140 2008 GTR DEF 71.51500 15 29.39424 47 6.898470 0.4 0.50 28.7637099
141 2008 GTR DEF 71.51500 15 29.39424 47 6.898470 0.4 0.75 34.2507697
142 2008 GTR DEF 71.51500 15 29.39424 47 6.898470 0.6 0.25 21.4774443
143 2008 GTR DEF 71.51500 15 29.39424 47 6.898470 0.6 0.50 28.6658817
144 2008 GTR DEF 71.51500 15 29.39424 47 6.898470 0.6 0.75 35.1108715
145 2008 GTR DEF 71.51500 15 29.39424 47 6.898470 0.8 0.25 17.9062048
146 2008 GTR DEF 71.51500 15 29.39424 47 6.898470 0.8 0.50 27.4786542
147 2008 GTR DEF 71.51500 15 29.39424 47 6.898470 0.8 0.75 36.0386167
149 2008 LLS DEF 296.93400 21 39.58564 82 11.492606 0.2 0.25 30.0778479
150 2008 LLS DEF 296.93400 21 39.58564 82 11.492606 0.2 0.50 36.6996702
151 2008 LLS DEF 296.93400 21 39.58564 82 11.492606 0.2 0.75 46.0640499
152 2008 LLS DEF 296.93400 21 39.58564 82 11.492606 0.4 0.25 30.0286406
153 2008 LLS DEF 296.93400 21 39.58564 82 11.492606 0.4 0.50 36.8331734
154 2008 LLS DEF 296.93400 21 39.58564 82 11.492606 0.4 0.75 46.1890429
155 2008 LLS DEF 296.93400 21 39.58564 82 11.492606 0.6 0.25 29.5836683
156 2008 LLS DEF 296.93400 21 39.58564 82 11.492606 0.6 0.50 37.4428429
157 2008 LLS DEF 296.93400 21 39.58564 82 11.492606 0.6 0.75 46.7855574
158 2008 LLS DEF 296.93400 21 39.58564 82 11.492606 0.8 0.25 27.5583124
159 2008 LLS DEF 296.93400 21 39.58564 82 11.492606 0.8 0.50 38.1124704
160 2008 LLS DEF 296.93400 21 39.58564 82 11.492606 0.8 0.75 47.4502192
164 2009 LLS DEF 599.26200 21 37.59013 68 8.420655 0.2 0.25 30.7918838
165 2009 LLS DEF 599.26200 21 37.59013 68 8.420655 0.2 0.50 35.8210688
166 2009 LLS DEF 599.26200 21 37.59013 68 8.420655 0.2 0.75 42.0979560
167 2009 LLS DEF 599.26200 21 37.59013 68 8.420655 0.4 0.25 30.5003968
168 2009 LLS DEF 599.26200 21 37.59013 68 8.420655 0.4 0.50 36.0679946
169 2009 LLS DEF 599.26200 21 37.59013 68 8.420655 0.4 0.75 42.3155099
170 2009 LLS DEF 599.26200 21 37.59013 68 8.420655 0.6 0.25 29.6596843
171 2009 LLS DEF 599.26200 21 37.59013 68 8.420655 0.6 0.50 36.3261692
172 2009 LLS DEF 599.26200 21 37.59013 68 8.420655 0.6 0.75 43.8050168
173 2009 LLS DEF 599.26200 21 37.59013 68 8.420655 0.8 0.25 26.8208651
174 2009 LLS DEF 599.26200 21 37.59013 68 8.420655 0.8 0.50 36.2758377
175 2009 LLS DEF 599.26200 21 37.59013 68 8.420655 0.8 0.75 44.8736485
179 2010 LLS DEF 342.60700 22 42.51423 74 9.273779 0.2 0.25 35.5248322
180 2010 LLS DEF 342.60700 22 42.51423 74 9.273779 0.2 0.50 41.5068247
181 2010 LLS DEF 342.60700 22 42.51423 74 9.273779 0.2 0.75 47.2882520
182 2010 LLS DEF 342.60700 22 42.51423 74 9.273779 0.4 0.25 35.2051488
183 2010 LLS DEF 342.60700 22 42.51423 74 9.273779 0.4 0.50 41.3919999
184 2010 LLS DEF 342.60700 22 42.51423 74 9.273779 0.4 0.75 47.8608596
185 2010 LLS DEF 342.60700 22 42.51423 74 9.273779 0.6 0.25 34.5732467
186 2010 LLS DEF 342.60700 22 42.51423 74 9.273779 0.6 0.50 41.8224699
187 2010 LLS DEF 342.60700 22 42.51423 74 9.273779 0.6 0.75 48.5626456
188 2010 LLS DEF 342.60700 22 42.51423 74 9.273779 0.8 0.25 32.3589674
189 2010 LLS DEF 342.60700 22 42.51423 74 9.273779 0.8 0.50 41.9323209
190 2010 LLS DEF 342.60700 22 42.51423 74 9.273779 0.8 0.75 49.7803646
191 2010 OTB DEF 2224.67200 12 19.82761 41 4.068810 0.2 0.25 16.5045544
192 2010 OTB DEF 2224.67200 12 19.82761 41 4.068810 0.2 0.50 18.8824975
193 2010 OTB DEF 2224.67200 12 19.82761 41 4.068810 0.2 0.75 21.4459200
194 2010 OTB DEF 2224.67200 12 19.82761 41 4.068810 0.4 0.25 14.4650190
195 2010 OTB DEF 2224.67200 12 19.82761 41 4.068810 0.4 0.50 19.0819275
196 2010 OTB DEF 2224.67200 12 19.82761 41 4.068810 0.4 0.75 22.8700240
197 2010 OTB DEF 2224.67200 12 19.82761 41 4.068810 0.6 0.25 2.4203829
198 2010 OTB DEF 2224.67200 12 19.82761 41 4.068810 0.6 0.50 17.7811394
199 2010 OTB DEF 2224.67200 12 19.82761 41 4.068810 0.6 0.75 24.5379270
200 2010 OTB DEF 2224.67200 12 19.82761 41 4.068810 0.8 0.25 3.2565073
201 2010 OTB DEF 2224.67200 12 19.82761 41 4.068810 0.8 0.50 17.6758285
202 2010 OTB DEF 2224.67200 12 19.82761 41 4.068810 0.8 0.75 25.6850326
203 2010 OTB DWS 130.63400 12 22.30132 62 9.419683 0.2 0.25 15.1941255
204 2010 OTB DWS 130.63400 12 22.30132 62 9.419683 0.2 0.50 18.2599827
205 2010 OTB DWS 130.63400 12 22.30132 62 9.419683 0.2 0.75 26.0272637
206 2010 OTB DWS 130.63400 12 22.30132 62 9.419683 0.4 0.25 14.0378495
207 2010 OTB DWS 130.63400 12 22.30132 62 9.419683 0.4 0.50 19.6197932
208 2010 OTB DWS 130.63400 12 22.30132 62 9.419683 0.4 0.75 25.3836259
209 2010 OTB DWS 130.63400 12 22.30132 62 9.419683 0.6 0.25 12.0705560
210 2010 OTB DWS 130.63400 12 22.30132 62 9.419683 0.6 0.50 19.5032823
211 2010 OTB DWS 130.63400 12 22.30132 62 9.419683 0.6 0.75 27.5563277
212 2010 OTB DWS 130.63400 12 22.30132 62 9.419683 0.8 0.25 8.4321310
213 2010 OTB DWS 130.63400 12 22.30132 62 9.419683 0.8 0.50 19.3732144
214 2010 OTB DWS 130.63400 12 22.30132 62 9.419683 0.8 0.75 28.8197198
215 2010 OTB MDD 5145.90300 9 19.09405 57 6.496552 0.2 0.25 14.5703770
216 2010 OTB MDD 5145.90300 9 19.09405 57 6.496552 0.2 0.50 17.4994107
217 2010 OTB MDD 5145.90300 9 19.09405 57 6.496552 0.2 0.75 20.6723134
218 2010 OTB MDD 5145.90300 9 19.09405 57 6.496552 0.4 0.25 12.6342893
219 2010 OTB MDD 5145.90300 9 19.09405 57 6.496552 0.4 0.50 17.4391558
220 2010 OTB MDD 5145.90300 9 19.09405 57 6.496552 0.4 0.75 22.1638852
221 2010 OTB MDD 5145.90300 9 19.09405 57 6.496552 0.6 0.25 1.0208468
222 2010 OTB MDD 5145.90300 9 19.09405 57 6.496552 0.6 0.50 16.6356096
223 2010 OTB MDD 5145.90300 9 19.09405 57 6.496552 0.6 0.75 23.6239924
224 2010 OTB MDD 5145.90300 9 19.09405 57 6.496552 0.8 0.25 2.9792441
225 2010 OTB MDD 5145.90300 9 19.09405 57 6.496552 0.8 0.50 16.9012666
226 2010 OTB MDD 5145.90300 9 19.09405 57 6.496552 0.8 0.75 25.0605149
227 2011 GNS DEF 227.25500 17 21.99997 35 4.493476 0.2 0.25 18.0535715
228 2011 GNS DEF 227.25500 17 21.99997 35 4.493476 0.2 0.50 20.7160509
229 2011 GNS DEF 227.25500 17 21.99997 35 4.493476 0.2 0.75 23.8074181
230 2011 GNS DEF 227.25500 17 21.99997 35 4.493476 0.4 0.25 16.7080616
231 2011 GNS DEF 227.25500 17 21.99997 35 4.493476 0.4 0.50 21.2440867
232 2011 GNS DEF 227.25500 17 21.99997 35 4.493476 0.4 0.75 25.1535855
233 2011 GNS DEF 227.25500 17 21.99997 35 4.493476 0.6 0.25 13.3573907
234 2011 GNS DEF 227.25500 17 21.99997 35 4.493476 0.6 0.50 20.3376221
235 2011 GNS DEF 227.25500 17 21.99997 35 4.493476 0.6 0.75 27.0928762
236 2011 GNS DEF 227.25500 17 21.99997 35 4.493476 0.8 0.25 2.0859340
237 2011 GNS DEF 227.25500 17 21.99997 35 4.493476 0.8 0.50 19.5303896
238 2011 GNS DEF 227.25500 17 21.99997 35 4.493476 0.8 0.75 27.9689997
240 2011 GTR DEF 103.67400 15 27.38829 56 5.195793 0.2 0.25 23.9815772
241 2011 GTR DEF 103.67400 15 27.38829 56 5.195793 0.2 0.50 26.7502830
242 2011 GTR DEF 103.67400 15 27.38829 56 5.195793 0.2 0.75 29.3074912
243 2011 GTR DEF 103.67400 15 27.38829 56 5.195793 0.4 0.25 22.5368622
244 2011 GTR DEF 103.67400 15 27.38829 56 5.195793 0.4 0.50 26.7920882
245 2011 GTR DEF 103.67400 15 27.38829 56 5.195793 0.4 0.75 30.3581443
246 2011 GTR DEF 103.67400 15 27.38829 56 5.195793 0.6 0.25 19.4298953
247 2011 GTR DEF 103.67400 15 27.38829 56 5.195793 0.6 0.50 26.5568805
248 2011 GTR DEF 103.67400 15 27.38829 56 5.195793 0.6 0.75 31.9202136
249 2011 GTR DEF 103.67400 15 27.38829 56 5.195793 0.8 0.25 3.8612891
250 2011 GTR DEF 103.67400 15 27.38829 56 5.195793 0.8 0.50 24.9457370
251 2011 GTR DEF 103.67400 15 27.38829 56 5.195793 0.8 0.75 33.1785117
252 2011 LLS DEF 536.81439 23 35.76159 72 9.862105 0.2 0.25 28.8837065
253 2011 LLS DEF 536.81439 23 35.76159 72 9.862105 0.2 0.50 31.8821635
254 2011 LLS DEF 536.81439 23 35.76159 72 9.862105 0.2 0.75 37.0090184
255 2011 LLS DEF 536.81439 23 35.76159 72 9.862105 0.4 0.25 28.0767846
256 2011 LLS DEF 536.81439 23 35.76159 72 9.862105 0.4 0.50 32.8562292
257 2011 LLS DEF 536.81439 23 35.76159 72 9.862105 0.4 0.75 38.3235889
258 2011 LLS DEF 536.81439 23 35.76159 72 9.862105 0.6 0.25 26.9085333
259 2011 LLS DEF 536.81439 23 35.76159 72 9.862105 0.6 0.50 33.6192599
260 2011 LLS DEF 536.81439 23 35.76159 72 9.862105 0.6 0.75 40.9159338
261 2011 LLS DEF 536.81439 23 35.76159 72 9.862105 0.8 0.25 23.4109069
262 2011 LLS DEF 536.81439 23 35.76159 72 9.862105 0.8 0.50 33.2524369
263 2011 LLS DEF 536.81439 23 35.76159 72 9.862105 0.8 0.75 42.9117706
264 2011 OTB DEF 4699.11300 7 15.13742 41 4.620854 0.2 0.25 11.1429599
265 2011 OTB DEF 4699.11300 7 15.13742 41 4.620854 0.2 0.50 14.2210843
266 2011 OTB DEF 4699.11300 7 15.13742 41 4.620854 0.2 0.75 17.4851128
267 2011 OTB DEF 4699.11300 7 15.13742 41 4.620854 0.4 0.25 8.8146801
268 2011 OTB DEF 4699.11300 7 15.13742 41 4.620854 0.4 0.50 13.7642950
269 2011 OTB DEF 4699.11300 7 15.13742 41 4.620854 0.4 0.75 18.2945907
270 2011 OTB DEF 4699.11300 7 15.13742 41 4.620854 0.6 0.25 1.0374443
271 2011 OTB DEF 4699.11300 7 15.13742 41 4.620854 0.6 0.50 13.3205792
272 2011 OTB DEF 4699.11300 7 15.13742 41 4.620854 0.6 0.75 19.6604697
273 2011 OTB DEF 4699.11300 7 15.13742 41 4.620854 0.8 0.25 8.2490389
274 2011 OTB DEF 4699.11300 7 15.13742 41 4.620854 0.8 0.50 13.9998480
275 2011 OTB DEF 4699.11300 7 15.13742 41 4.620854 0.8 0.75 21.4032934
276 2011 OTB DWS 97.00500 21 29.61046 72 7.989255 0.2 0.25 24.1706315
277 2011 OTB DWS 97.00500 21 29.61046 72 7.989255 0.2 0.50 26.8823581
278 2011 OTB DWS 97.00500 21 29.61046 72 7.989255 0.2 0.75 30.1134387
279 2011 OTB DWS 97.00500 21 29.61046 72 7.989255 0.4 0.25 23.0332605
280 2011 OTB DWS 97.00500 21 29.61046 72 7.989255 0.4 0.50 27.6122892
281 2011 OTB DWS 97.00500 21 29.61046 72 7.989255 0.4 0.75 32.0293125
282 2011 OTB DWS 97.00500 21 29.61046 72 7.989255 0.6 0.25 20.7643122
283 2011 OTB DWS 97.00500 21 29.61046 72 7.989255 0.6 0.50 27.9342908
284 2011 OTB DWS 97.00500 21 29.61046 72 7.989255 0.6 0.75 34.2517177
285 2011 OTB DWS 97.00500 21 29.61046 72 7.989255 0.8 0.25 17.6152660
286 2011 OTB DWS 97.00500 21 29.61046 72 7.989255 0.8 0.50 27.0734408
287 2011 OTB DWS 97.00500 21 29.61046 72 7.989255 0.8 0.75 35.6345544
288 2011 OTB MDD 8876.16800 8 16.23509 56 4.398007 0.2 0.25 12.7084626
289 2011 OTB MDD 8876.16800 8 16.23509 56 4.398007 0.2 0.50 14.9863629
290 2011 OTB MDD 8876.16800 8 16.23509 56 4.398007 0.2 0.75 17.8150160
291 2011 OTB MDD 8876.16800 8 16.23509 56 4.398007 0.4 0.25 9.9547319
292 2011 OTB MDD 8876.16800 8 16.23509 56 4.398007 0.4 0.50 14.8021856
293 2011 OTB MDD 8876.16800 8 16.23509 56 4.398007 0.4 0.75 19.2618776
294 2011 OTB MDD 8876.16800 8 16.23509 56 4.398007 0.6 0.25 8.8401303
295 2011 OTB MDD 8876.16800 8 16.23509 56 4.398007 0.6 0.50 14.2220902
296 2011 OTB MDD 8876.16800 8 16.23509 56 4.398007 0.6 0.75 20.6482849
297 2011 OTB MDD 8876.16800 8 16.23509 56 4.398007 0.8 0.25 9.0239268
298 2011 OTB MDD 8876.16800 8 16.23509 56 4.398007 0.8 0.50 14.8478870
299 2011 OTB MDD 8876.16800 8 16.23509 56 4.398007 0.8 0.75 22.2921531
301 2012 GNS DEF 171.85500 14 26.88889 40 6.467118 0.2 0.25 21.9108754
302 2012 GNS DEF 171.85500 14 26.88889 40 6.467118 0.2 0.50 27.6563494
303 2012 GNS DEF 171.85500 14 26.88889 40 6.467118 0.2 0.75 30.9054609
304 2012 GNS DEF 171.85500 14 26.88889 40 6.467118 0.4 0.25 21.5669715
305 2012 GNS DEF 171.85500 14 26.88889 40 6.467118 0.4 0.50 27.0159965
306 2012 GNS DEF 171.85500 14 26.88889 40 6.467118 0.4 0.75 31.7293983
307 2012 GNS DEF 171.85500 14 26.88889 40 6.467118 0.6 0.25 18.7228470
308 2012 GNS DEF 171.85500 14 26.88889 40 6.467118 0.6 0.50 26.5076471
309 2012 GNS DEF 171.85500 14 26.88889 40 6.467118 0.6 0.75 32.6974432
310 2012 GNS DEF 171.85500 14 26.88889 40 6.467118 0.8 0.25 13.2951767
311 2012 GNS DEF 171.85500 14 26.88889 40 6.467118 0.8 0.50 24.6972186
312 2012 GNS DEF 171.85500 14 26.88889 40 6.467118 0.8 0.75 33.4060486
314 2012 GTR DEF 704.58300 18 22.03572 28 2.613399 0.2 0.25 19.2124766
315 2012 GTR DEF 704.58300 18 22.03572 28 2.613399 0.2 0.50 21.3305806
316 2012 GTR DEF 704.58300 18 22.03572 28 2.613399 0.2 0.75 23.6862032
317 2012 GTR DEF 704.58300 18 22.03572 28 2.613399 0.4 0.25 17.6514057
318 2012 GTR DEF 704.58300 18 22.03572 28 2.613399 0.4 0.50 21.5672140
319 2012 GTR DEF 704.58300 18 22.03572 28 2.613399 0.4 0.75 24.9884436
320 2012 GTR DEF 704.58300 18 22.03572 28 2.613399 0.6 0.25 13.6777718
321 2012 GTR DEF 704.58300 18 22.03572 28 2.613399 0.6 0.50 20.4760354
322 2012 GTR DEF 704.58300 18 22.03572 28 2.613399 0.6 0.75 26.9532025
323 2012 GTR DEF 704.58300 18 22.03572 28 2.613399 0.8 0.25 12.7404158
324 2012 GTR DEF 704.58300 18 22.03572 28 2.613399 0.8 0.50 19.5868927
325 2012 GTR DEF 704.58300 18 22.03572 28 2.613399 0.8 0.75 27.8178041
326 2012 LLS DEF 502.46654 24 34.06070 65 7.338265 0.2 0.25 27.8377395
327 2012 LLS DEF 502.46654 24 34.06070 65 7.338265 0.2 0.50 31.5953511
328 2012 LLS DEF 502.46654 24 34.06070 65 7.338265 0.2 0.75 38.1087152
329 2012 LLS DEF 502.46654 24 34.06070 65 7.338265 0.4 0.25 27.5923700
330 2012 LLS DEF 502.46654 24 34.06070 65 7.338265 0.4 0.50 32.5440468
331 2012 LLS DEF 502.46654 24 34.06070 65 7.338265 0.4 0.75 38.0442283
332 2012 LLS DEF 502.46654 24 34.06070 65 7.338265 0.6 0.25 26.5148243
333 2012 LLS DEF 502.46654 24 34.06070 65 7.338265 0.6 0.50 33.1248889
334 2012 LLS DEF 502.46654 24 34.06070 65 7.338265 0.6 0.75 39.5971536
335 2012 LLS DEF 502.46654 24 34.06070 65 7.338265 0.8 0.25 22.6388425
336 2012 LLS DEF 502.46654 24 34.06070 65 7.338265 0.8 0.50 32.2430563
337 2012 LLS DEF 502.46654 24 34.06070 65 7.338265 0.8 0.75 41.4093208
338 2012 OTB DEF 3648.98400 9 16.35919 57 4.083949 0.2 0.25 12.9699384
339 2012 OTB DEF 3648.98400 9 16.35919 57 4.083949 0.2 0.50 15.3869784
340 2012 OTB DEF 3648.98400 9 16.35919 57 4.083949 0.2 0.75 18.1870374
341 2012 OTB DEF 3648.98400 9 16.35919 57 4.083949 0.4 0.25 10.2586758
342 2012 OTB DEF 3648.98400 9 16.35919 57 4.083949 0.4 0.50 15.0734449
343 2012 OTB DEF 3648.98400 9 16.35919 57 4.083949 0.4 0.75 19.5362494
344 2012 OTB DEF 3648.98400 9 16.35919 57 4.083949 0.6 0.25 7.4894566
345 2012 OTB DEF 3648.98400 9 16.35919 57 4.083949 0.6 0.50 14.3678737
346 2012 OTB DEF 3648.98400 9 16.35919 57 4.083949 0.6 0.75 20.7704161
347 2012 OTB DEF 3648.98400 9 16.35919 57 4.083949 0.8 0.25 9.1499147
348 2012 OTB DEF 3648.98400 9 16.35919 57 4.083949 0.8 0.50 14.9614139
349 2012 OTB DEF 3648.98400 9 16.35919 57 4.083949 0.8 0.75 22.3826961
350 2012 OTB DWS 33.41800 29 43.71871 61 8.533263 0.2 0.25 36.0551443
351 2012 OTB DWS 33.41800 29 43.71871 61 8.533263 0.2 0.50 43.1402838
352 2012 OTB DWS 33.41800 29 43.71871 61 8.533263 0.2 0.75 49.3593903
353 2012 OTB DWS 33.41800 29 43.71871 61 8.533263 0.4 0.25 36.3560266
354 2012 OTB DWS 33.41800 29 43.71871 61 8.533263 0.4 0.50 42.7890019
355 2012 OTB DWS 33.41800 29 43.71871 61 8.533263 0.4 0.75 49.7208149
356 2012 OTB DWS 33.41800 29 43.71871 61 8.533263 0.6 0.25 35.9252400
357 2012 OTB DWS 33.41800 29 43.71871 61 8.533263 0.6 0.50 43.1675831
358 2012 OTB DWS 33.41800 29 43.71871 61 8.533263 0.6 0.75 50.0842910
359 2012 OTB DWS 33.41800 29 43.71871 61 8.533263 0.8 0.25 34.2524140
360 2012 OTB DWS 33.41800 29 43.71871 61 8.533263 0.8 0.50 43.2127798
361 2012 OTB DWS 33.41800 29 43.71871 61 8.533263 0.8 0.75 51.3420514
362 2012 OTB MDD 4481.59700 9 18.44826 58 4.289515 0.2 0.25 14.8326116
363 2012 OTB MDD 4481.59700 9 18.44826 58 4.289515 0.2 0.50 17.6195903
364 2012 OTB MDD 4481.59700 9 18.44826 58 4.289515 0.2 0.75 20.4818161
365 2012 OTB MDD 4481.59700 9 18.44826 58 4.289515 0.4 0.25 12.7920759
366 2012 OTB MDD 4481.59700 9 18.44826 58 4.289515 0.4 0.50 17.4103745
367 2012 OTB MDD 4481.59700 9 18.44826 58 4.289515 0.4 0.75 21.8634585
368 2012 OTB MDD 4481.59700 9 18.44826 58 4.289515 0.6 0.25 4.0778787
369 2012 OTB MDD 4481.59700 9 18.44826 58 4.289515 0.6 0.50 16.3698916
370 2012 OTB MDD 4481.59700 9 18.44826 58 4.289515 0.6 0.75 23.0512112
371 2012 OTB MDD 4481.59700 9 18.44826 58 4.289515 0.8 0.25 5.8617248
372 2012 OTB MDD 4481.59700 9 18.44826 58 4.289515 0.8 0.50 16.5813098
373 2012 OTB MDD 4481.59700 9 18.44826 58 4.289515 0.8 0.75 24.3723991
374 2013 GNS DEF 824.13700 16 27.40377 46 6.774203 0.2 0.25 20.6219375
375 2013 GNS DEF 824.13700 16 27.40377 46 6.774203 0.2 0.50 27.0626039
376 2013 GNS DEF 824.13700 16 27.40377 46 6.774203 0.2 0.75 32.8853581
377 2013 GNS DEF 824.13700 16 27.40377 46 6.774203 0.4 0.25 21.1769040
378 2013 GNS DEF 824.13700 16 27.40377 46 6.774203 0.4 0.50 26.9639435
379 2013 GNS DEF 824.13700 16 27.40377 46 6.774203 0.4 0.75 32.6024284
380 2013 GNS DEF 824.13700 16 27.40377 46 6.774203 0.6 0.25 19.0421311
381 2013 GNS DEF 824.13700 16 27.40377 46 6.774203 0.6 0.50 26.8447763
382 2013 GNS DEF 824.13700 16 27.40377 46 6.774203 0.6 0.75 33.2292121
383 2013 GNS DEF 824.13700 16 27.40377 46 6.774203 0.8 0.25 16.1666910
384 2013 GNS DEF 824.13700 16 27.40377 46 6.774203 0.8 0.50 25.2196566
385 2013 GNS DEF 824.13700 16 27.40377 46 6.774203 0.8 0.75 33.9355849
386 2013 GTR DEF 1438.55600 18 22.89759 28 2.654925 0.2 0.25 20.1108994
387 2013 GTR DEF 1438.55600 18 22.89759 28 2.654925 0.2 0.50 22.3908234
388 2013 GTR DEF 1438.55600 18 22.89759 28 2.654925 0.2 0.75 24.6085922
389 2013 GTR DEF 1438.55600 18 22.89759 28 2.654925 0.4 0.25 18.8421362
390 2013 GTR DEF 1438.55600 18 22.89759 28 2.654925 0.4 0.50 22.3345155
391 2013 GTR DEF 1438.55600 18 22.89759 28 2.654925 0.4 0.75 26.1561332
392 2013 GTR DEF 1438.55600 18 22.89759 28 2.654925 0.6 0.25 14.5458195
393 2013 GTR DEF 1438.55600 18 22.89759 28 2.654925 0.6 0.50 21.4798871
394 2013 GTR DEF 1438.55600 18 22.89759 28 2.654925 0.6 0.75 27.7383387
395 2013 GTR DEF 1438.55600 18 22.89759 28 2.654925 0.8 0.25 7.7701226
396 2013 GTR DEF 1438.55600 18 22.89759 28 2.654925 0.8 0.50 20.3725394
397 2013 GTR DEF 1438.55600 18 22.89759 28 2.654925 0.8 0.75 28.6816795
398 2013 LLS DEF 592.90200 22 35.88911 69 6.448937 0.2 0.25 31.1726254
399 2013 LLS DEF 592.90200 22 35.88911 69 6.448937 0.2 0.50 34.4158204
400 2013 LLS DEF 592.90200 22 35.88911 69 6.448937 0.2 0.75 38.1681564
401 2013 LLS DEF 592.90200 22 35.88911 69 6.448937 0.4 0.25 30.1518496
402 2013 LLS DEF 592.90200 22 35.88911 69 6.448937 0.4 0.50 34.7822556
403 2013 LLS DEF 592.90200 22 35.88911 69 6.448937 0.4 0.75 39.4238442
404 2013 LLS DEF 592.90200 22 35.88911 69 6.448937 0.6 0.25 28.8470250
405 2013 LLS DEF 592.90200 22 35.88911 69 6.448937 0.6 0.50 34.9411656
406 2013 LLS DEF 592.90200 22 35.88911 69 6.448937 0.6 0.75 41.3530703
407 2013 LLS DEF 592.90200 22 35.88911 69 6.448937 0.8 0.25 25.2801236
408 2013 LLS DEF 592.90200 22 35.88911 69 6.448937 0.8 0.50 34.2812756
409 2013 LLS DEF 592.90200 22 35.88911 69 6.448937 0.8 0.75 42.8942203
410 2013 OTB DEF 226.15600 9 18.59404 42 4.921511 0.2 0.25 14.3498431
411 2013 OTB DEF 226.15600 9 18.59404 42 4.921511 0.2 0.50 17.4693426
412 2013 OTB DEF 226.15600 9 18.59404 42 4.921511 0.2 0.75 20.9633685
413 2013 OTB DEF 226.15600 9 18.59404 42 4.921511 0.4 0.25 12.6276569
414 2013 OTB DEF 226.15600 9 18.59404 42 4.921511 0.4 0.50 17.4667606
415 2013 OTB DEF 226.15600 9 18.59404 42 4.921511 0.4 0.75 22.1665377
416 2013 OTB DEF 226.15600 9 18.59404 42 4.921511 0.6 0.25 1.0474889
417 2013 OTB DEF 226.15600 9 18.59404 42 4.921511 0.6 0.50 16.5158884
418 2013 OTB DEF 226.15600 9 18.59404 42 4.921511 0.6 0.75 23.3591340
419 2013 OTB DEF 226.15600 9 18.59404 42 4.921511 0.8 0.25 4.5864475
420 2013 OTB DEF 226.15600 9 18.59404 42 4.921511 0.8 0.50 16.6832436
421 2013 OTB DEF 226.15600 9 18.59404 42 4.921511 0.8 0.75 24.6135333
422 2013 OTB DWS 177.26400 22 31.88889 44 5.882135 0.2 0.25 26.8315831
423 2013 OTB DWS 177.26400 22 31.88889 44 5.882135 0.2 0.50 30.5034836
424 2013 OTB DWS 177.26400 22 31.88889 44 5.882135 0.2 0.75 35.4172713
425 2013 OTB DWS 177.26400 22 31.88889 44 5.882135 0.4 0.25 26.4285276
426 2013 OTB DWS 177.26400 22 31.88889 44 5.882135 0.4 0.50 30.8808639
427 2013 OTB DWS 177.26400 22 31.88889 44 5.882135 0.4 0.75 35.9776528
428 2013 OTB DWS 177.26400 22 31.88889 44 5.882135 0.6 0.25 24.8784206
429 2013 OTB DWS 177.26400 22 31.88889 44 5.882135 0.6 0.50 31.0590275
430 2013 OTB DWS 177.26400 22 31.88889 44 5.882135 0.6 0.75 36.9435875
431 2013 OTB DWS 177.26400 22 31.88889 44 5.882135 0.8 0.25 20.5759094
432 2013 OTB DWS 177.26400 22 31.88889 44 5.882135 0.8 0.50 30.1115473
433 2013 OTB DWS 177.26400 22 31.88889 44 5.882135 0.8 0.75 38.7656284
434 2013 OTB MDD 2818.24300 9 19.08391 57 4.745692 0.2 0.25 15.1845225
435 2013 OTB MDD 2818.24300 9 19.08391 57 4.745692 0.2 0.50 18.1221086
436 2013 OTB MDD 2818.24300 9 19.08391 57 4.745692 0.2 0.75 21.2777482
437 2013 OTB MDD 2818.24300 9 19.08391 57 4.745692 0.4 0.25 13.3782661
438 2013 OTB MDD 2818.24300 9 19.08391 57 4.745692 0.4 0.50 18.1350871
439 2013 OTB MDD 2818.24300 9 19.08391 57 4.745692 0.4 0.75 22.5197628
440 2013 OTB MDD 2818.24300 9 19.08391 57 4.745692 0.6 0.25 0.5414050
441 2013 OTB MDD 2818.24300 9 19.08391 57 4.745692 0.6 0.50 17.0083896
442 2013 OTB MDD 2818.24300 9 19.08391 57 4.745692 0.6 0.75 23.8361707
443 2013 OTB MDD 2818.24300 9 19.08391 57 4.745692 0.8 0.25 8.0472445
444 2013 OTB MDD 2818.24300 9 19.08391 57 4.745692 0.8 0.50 17.0701707
445 2013 OTB MDD 2818.24300 9 19.08391 57 4.745692 0.8 0.75 25.0503622
446 2014 GNS DEF 451.57600 16 31.23686 43 7.163223 0.2 0.25 26.0415120
447 2014 GNS DEF 451.57600 16 31.23686 43 7.163223 0.2 0.50 31.9508117
448 2014 GNS DEF 451.57600 16 31.23686 43 7.163223 0.2 0.75 36.0589900
449 2014 GNS DEF 451.57600 16 31.23686 43 7.163223 0.4 0.25 25.6086358
450 2014 GNS DEF 451.57600 16 31.23686 43 7.163223 0.4 0.50 31.3899129
451 2014 GNS DEF 451.57600 16 31.23686 43 7.163223 0.4 0.75 36.5251809
452 2014 GNS DEF 451.57600 16 31.23686 43 7.163223 0.6 0.25 23.9324930
453 2014 GNS DEF 451.57600 16 31.23686 43 7.163223 0.6 0.50 30.8435129
454 2014 GNS DEF 451.57600 16 31.23686 43 7.163223 0.6 0.75 37.2537653
455 2014 GNS DEF 451.57600 16 31.23686 43 7.163223 0.8 0.25 19.7963397
456 2014 GNS DEF 451.57600 16 31.23686 43 7.163223 0.8 0.50 29.6642483
457 2014 GNS DEF 451.57600 16 31.23686 43 7.163223 0.8 0.75 38.6615921
458 2014 GTR DEF 1210.02300 18 21.48148 24 1.793119 0.2 0.25 19.1526169
459 2014 GTR DEF 1210.02300 18 21.48148 24 1.793119 0.2 0.50 20.9564502
460 2014 GTR DEF 1210.02300 18 21.48148 24 1.793119 0.2 0.75 23.0305165
461 2014 GTR DEF 1210.02300 18 21.48148 24 1.793119 0.4 0.25 17.1426472
462 2014 GTR DEF 1210.02300 18 21.48148 24 1.793119 0.4 0.50 21.1305449
463 2014 GTR DEF 1210.02300 18 21.48148 24 1.793119 0.4 0.75 24.2624027
464 2014 GTR DEF 1210.02300 18 21.48148 24 1.793119 0.6 0.25 13.2145411
465 2014 GTR DEF 1210.02300 18 21.48148 24 1.793119 0.6 0.50 19.8350734
466 2014 GTR DEF 1210.02300 18 21.48148 24 1.793119 0.6 0.75 26.3360970
467 2014 GTR DEF 1210.02300 18 21.48148 24 1.793119 0.8 0.25 6.8851585
468 2014 GTR DEF 1210.02300 18 21.48148 24 1.793119 0.8 0.50 19.1002462
469 2014 GTR DEF 1210.02300 18 21.48148 24 1.793119 0.8 0.75 27.2033779
470 2014 LLS DEF 393.08600 27 44.13990 82 10.486776 0.2 0.25 36.3851531
471 2014 LLS DEF 393.08600 27 44.13990 82 10.486776 0.2 0.50 41.7191754
472 2014 LLS DEF 393.08600 27 44.13990 82 10.486776 0.2 0.75 48.3954870
473 2014 LLS DEF 393.08600 27 44.13990 82 10.486776 0.4 0.25 35.9673845
474 2014 LLS DEF 393.08600 27 44.13990 82 10.486776 0.4 0.50 41.8945540
475 2014 LLS DEF 393.08600 27 44.13990 82 10.486776 0.4 0.75 48.8964818
476 2014 LLS DEF 393.08600 27 44.13990 82 10.486776 0.6 0.25 35.3449571
477 2014 LLS DEF 393.08600 27 44.13990 82 10.486776 0.6 0.50 42.6420515
478 2014 LLS DEF 393.08600 27 44.13990 82 10.486776 0.6 0.75 49.7646930
479 2014 LLS DEF 393.08600 27 44.13990 82 10.486776 0.8 0.25 33.4657177
480 2014 LLS DEF 393.08600 27 44.13990 82 10.486776 0.8 0.50 42.8881957
481 2014 LLS DEF 393.08600 27 44.13990 82 10.486776 0.8 0.75 51.4393915
482 2015 GNS DEF 1596.63300 13 20.98204 40 4.943707 0.2 0.25 17.0855987
483 2015 GNS DEF 1596.63300 13 20.98204 40 4.943707 0.2 0.50 19.4339564
484 2015 GNS DEF 1596.63300 13 20.98204 40 4.943707 0.2 0.75 21.9840421
485 2015 GNS DEF 1596.63300 13 20.98204 40 4.943707 0.4 0.25 15.2330445
486 2015 GNS DEF 1596.63300 13 20.98204 40 4.943707 0.4 0.50 20.0202496
487 2015 GNS DEF 1596.63300 13 20.98204 40 4.943707 0.4 0.75 23.8245155
488 2015 GNS DEF 1596.63300 13 20.98204 40 4.943707 0.6 0.25 12.3065547
489 2015 GNS DEF 1596.63300 13 20.98204 40 4.943707 0.6 0.50 19.0167019
490 2015 GNS DEF 1596.63300 13 20.98204 40 4.943707 0.6 0.75 26.0044847
491 2015 GNS DEF 1596.63300 13 20.98204 40 4.943707 0.8 0.25 7.5736474
492 2015 GNS DEF 1596.63300 13 20.98204 40 4.943707 0.8 0.50 18.6052400
493 2015 GNS DEF 1596.63300 13 20.98204 40 4.943707 0.8 0.75 26.9467556
494 2015 GTR DEF 1503.69200 15 20.14287 31 4.097161 0.2 0.25 16.3352209
495 2015 GTR DEF 1503.69200 15 20.14287 31 4.097161 0.2 0.50 19.1292112
496 2015 GTR DEF 1503.69200 15 20.14287 31 4.097161 0.2 0.75 22.4897077
497 2015 GTR DEF 1503.69200 15 20.14287 31 4.097161 0.4 0.25 14.7905166
498 2015 GTR DEF 1503.69200 15 20.14287 31 4.097161 0.4 0.50 19.5832753
499 2015 GTR DEF 1503.69200 15 20.14287 31 4.097161 0.4 0.75 23.4116046
500 2015 GTR DEF 1503.69200 15 20.14287 31 4.097161 0.6 0.25 5.3938862
501 2015 GTR DEF 1503.69200 15 20.14287 31 4.097161 0.6 0.50 18.2302668
502 2015 GTR DEF 1503.69200 15 20.14287 31 4.097161 0.6 0.75 25.0730669
503 2015 GTR DEF 1503.69200 15 20.14287 31 4.097161 0.8 0.25 4.1490147
504 2015 GTR DEF 1503.69200 15 20.14287 31 4.097161 0.8 0.50 17.9587085
505 2015 GTR DEF 1503.69200 15 20.14287 31 4.097161 0.8 0.75 26.0652578
506 2015 LLS DEF 347.07000 24 39.02621 70 10.240807 0.2 0.25 31.4431283
507 2015 LLS DEF 347.07000 24 39.02621 70 10.240807 0.2 0.50 36.1528687
508 2015 LLS DEF 347.07000 24 39.02621 70 10.240807 0.2 0.75 42.4340225
509 2015 LLS DEF 347.07000 24 39.02621 70 10.240807 0.4 0.25 30.8640297
510 2015 LLS DEF 347.07000 24 39.02621 70 10.240807 0.4 0.50 36.3528791
511 2015 LLS DEF 347.07000 24 39.02621 70 10.240807 0.4 0.75 43.1741007
512 2015 LLS DEF 347.07000 24 39.02621 70 10.240807 0.6 0.25 29.9551467
513 2015 LLS DEF 347.07000 24 39.02621 70 10.240807 0.6 0.50 36.8432516
514 2015 LLS DEF 347.07000 24 39.02621 70 10.240807 0.6 0.75 45.1499935
515 2015 LLS DEF 347.07000 24 39.02621 70 10.240807 0.8 0.25 27.4562029
516 2015 LLS DEF 347.07000 24 39.02621 70 10.240807 0.8 0.50 37.3876916
517 2015 LLS DEF 347.07000 24 39.02621 70 10.240807 0.8 0.75 46.2403396
519 2016 GNS DEF 1127.48100 12 22.31100 37 4.191047 0.2 0.25 18.6874861
520 2016 GNS DEF 1127.48100 12 22.31100 37 4.191047 0.2 0.50 21.2635160
521 2016 GNS DEF 1127.48100 12 22.31100 37 4.191047 0.2 0.75 24.2850038
522 2016 GNS DEF 1127.48100 12 22.31100 37 4.191047 0.4 0.25 17.3624933
523 2016 GNS DEF 1127.48100 12 22.31100 37 4.191047 0.4 0.50 21.6769718
524 2016 GNS DEF 1127.48100 12 22.31100 37 4.191047 0.4 0.75 25.6939682
525 2016 GNS DEF 1127.48100 12 22.31100 37 4.191047 0.6 0.25 13.7427899
526 2016 GNS DEF 1127.48100 12 22.31100 37 4.191047 0.6 0.50 20.7657963
527 2016 GNS DEF 1127.48100 12 22.31100 37 4.191047 0.6 0.75 27.3904413
528 2016 GNS DEF 1127.48100 12 22.31100 37 4.191047 0.8 0.25 1.1220273
529 2016 GNS DEF 1127.48100 12 22.31100 37 4.191047 0.8 0.50 19.8290610
530 2016 GNS DEF 1127.48100 12 22.31100 37 4.191047 0.8 0.75 28.2694783
533 2016 LLS DEF 284.21900 24 42.55065 74 8.786317 0.2 0.25 36.1734037
534 2016 LLS DEF 284.21900 24 42.55065 74 8.786317 0.2 0.50 41.4142569
535 2016 LLS DEF 284.21900 24 42.55065 74 8.786317 0.2 0.75 46.5305861
536 2016 LLS DEF 284.21900 24 42.55065 74 8.786317 0.4 0.25 35.6772354
537 2016 LLS DEF 284.21900 24 42.55065 74 8.786317 0.4 0.50 41.3230856
538 2016 LLS DEF 284.21900 24 42.55065 74 8.786317 0.4 0.75 47.2257162
539 2016 LLS DEF 284.21900 24 42.55065 74 8.786317 0.6 0.25 34.8804884
540 2016 LLS DEF 284.21900 24 42.55065 74 8.786317 0.6 0.50 41.7967774
541 2016 LLS DEF 284.21900 24 42.55065 74 8.786317 0.6 0.75 48.1006390
542 2016 LLS DEF 284.21900 24 42.55065 74 8.786317 0.8 0.25 32.5453653
543 2016 LLS DEF 284.21900 24 42.55065 74 8.786317 0.8 0.50 41.9039796
544 2016 LLS DEF 284.21900 24 42.55065 74 8.786317 0.8 0.75 49.4607455
546 2017 GNS DEF 994.86900 14 20.53484 47 4.863424 0.2 0.25 16.7767079
547 2017 GNS DEF 994.86900 14 20.53484 47 4.863424 0.2 0.50 18.9724054
548 2017 GNS DEF 994.86900 14 20.53484 47 4.863424 0.2 0.75 21.5022557
549 2017 GNS DEF 994.86900 14 20.53484 47 4.863424 0.4 0.25 14.7757730
550 2017 GNS DEF 994.86900 14 20.53484 47 4.863424 0.4 0.50 19.4919388
551 2017 GNS DEF 994.86900 14 20.53484 47 4.863424 0.4 0.75 23.3704708
552 2017 GNS DEF 994.86900 14 20.53484 47 4.863424 0.6 0.25 8.1376669
553 2017 GNS DEF 994.86900 14 20.53484 47 4.863424 0.6 0.50 18.4703516
554 2017 GNS DEF 994.86900 14 20.53484 47 4.863424 0.6 0.75 25.4117161
555 2017 GNS DEF 994.86900 14 20.53484 47 4.863424 0.8 0.25 5.0478258
556 2017 GNS DEF 994.86900 14 20.53484 47 4.863424 0.8 0.50 18.2187942
557 2017 GNS DEF 994.86900 14 20.53484 47 4.863424 0.8 0.75 26.4601257
560 2017 LLS DEF 334.90800 22 35.10607 67 7.497029 0.2 0.25 29.0102230
561 2017 LLS DEF 334.90800 22 35.10607 67 7.497029 0.2 0.50 33.5337991
562 2017 LLS DEF 334.90800 22 35.10607 67 7.497029 0.2 0.75 39.2728518
563 2017 LLS DEF 334.90800 22 35.10607 67 7.497029 0.4 0.25 28.6362881
564 2017 LLS DEF 334.90800 22 35.10607 67 7.497029 0.4 0.50 34.0179916
565 2017 LLS DEF 334.90800 22 35.10607 67 7.497029 0.4 0.75 39.5287326
566 2017 LLS DEF 334.90800 22 35.10607 67 7.497029 0.6 0.25 27.6542264
567 2017 LLS DEF 334.90800 22 35.10607 67 7.497029 0.6 0.50 34.2483708
568 2017 LLS DEF 334.90800 22 35.10607 67 7.497029 0.6 0.75 40.9671647
569 2017 LLS DEF 334.90800 22 35.10607 67 7.497029 0.8 0.25 23.9708323
570 2017 LLS DEF 334.90800 22 35.10607 67 7.497029 0.8 0.50 33.4192819
571 2017 LLS DEF 334.90800 22 35.10607 67 7.497029 0.8 0.75 42.4701794
572 2017 OTB DEF 4901.82400 8 16.26861 40 4.353677 0.2 0.25 12.5639712
573 2017 OTB DEF 4901.82400 8 16.26861 40 4.353677 0.2 0.50 15.0226159
574 2017 OTB DEF 4901.82400 8 16.26861 40 4.353677 0.2 0.75 18.1017556
575 2017 OTB DEF 4901.82400 8 16.26861 40 4.353677 0.4 0.25 10.0019400
576 2017 OTB DEF 4901.82400 8 16.26861 40 4.353677 0.4 0.50 14.9085910
577 2017 OTB DEF 4901.82400 8 16.26861 40 4.353677 0.4 0.75 19.4777836
578 2017 OTB DEF 4901.82400 8 16.26861 40 4.353677 0.6 0.25 8.8581144
579 2017 OTB DEF 4901.82400 8 16.26861 40 4.353677 0.6 0.50 14.2922825
580 2017 OTB DEF 4901.82400 8 16.26861 40 4.353677 0.6 0.75 20.7577537
581 2017 OTB DEF 4901.82400 8 16.26861 40 4.353677 0.8 0.25 9.0395246
582 2017 OTB DEF 4901.82400 8 16.26861 40 4.353677 0.8 0.50 14.8863556
583 2017 OTB DEF 4901.82400 8 16.26861 40 4.353677 0.8 0.75 22.3548321
584 2017 OTB DWS 207.16600 14 20.05729 52 4.712029 0.2 0.25 16.5637905
585 2017 OTB DWS 207.16600 14 20.05729 52 4.712029 0.2 0.50 18.7050257
586 2017 OTB DWS 207.16600 14 20.05729 52 4.712029 0.2 0.75 21.1346645
587 2017 OTB DWS 207.16600 14 20.05729 52 4.712029 0.4 0.25 14.4578103
588 2017 OTB DWS 207.16600 14 20.05729 52 4.712029 0.4 0.50 19.0459779
589 2017 OTB DWS 207.16600 14 20.05729 52 4.712029 0.4 0.75 22.8614571
590 2017 OTB DWS 207.16600 14 20.05729 52 4.712029 0.6 0.25 2.6754540
591 2017 OTB DWS 207.16600 14 20.05729 52 4.712029 0.6 0.50 17.8757571
592 2017 OTB DWS 207.16600 14 20.05729 52 4.712029 0.6 0.75 24.6775223
593 2017 OTB DWS 207.16600 14 20.05729 52 4.712029 0.8 0.25 3.4375503
594 2017 OTB DWS 207.16600 14 20.05729 52 4.712029 0.8 0.50 17.7996503
595 2017 OTB DWS 207.16600 14 20.05729 52 4.712029 0.8 0.75 25.8850046
596 2017 OTB MDD 1934.78200 10 19.57130 45 4.648323 0.2 0.25 15.9502555
597 2017 OTB MDD 1934.78200 10 19.57130 45 4.648323 0.2 0.50 19.0406309
598 2017 OTB MDD 1934.78200 10 19.57130 45 4.648323 0.2 0.75 21.9386243
599 2017 OTB MDD 1934.78200 10 19.57130 45 4.648323 0.4 0.25 14.0713632
600 2017 OTB MDD 1934.78200 10 19.57130 45 4.648323 0.4 0.50 18.9274793
601 2017 OTB MDD 1934.78200 10 19.57130 45 4.648323 0.4 0.75 23.0230081
602 2017 OTB MDD 1934.78200 10 19.57130 45 4.648323 0.6 0.25 2.2879592
603 2017 OTB MDD 1934.78200 10 19.57130 45 4.648323 0.6 0.50 17.5880443
604 2017 OTB MDD 1934.78200 10 19.57130 45 4.648323 0.6 0.75 24.4880079
605 2017 OTB MDD 1934.78200 10 19.57130 45 4.648323 0.8 0.25 10.6747893
606 2017 OTB MDD 1934.78200 10 19.57130 45 4.648323 0.8 0.50 17.4866666
607 2017 OTB MDD 1934.78200 10 19.57130 45 4.648323 0.8 0.75 25.5676204
609 2018 GNS DEF 781.08900 13 24.02377 42 4.183718 0.2 0.25 20.4070166
610 2018 GNS DEF 781.08900 13 24.02377 42 4.183718 0.2 0.50 23.1266357
611 2018 GNS DEF 781.08900 13 24.02377 42 4.183718 0.2 0.75 26.0580830
612 2018 GNS DEF 781.08900 13 24.02377 42 4.183718 0.4 0.25 19.5127428
613 2018 GNS DEF 781.08900 13 24.02377 42 4.183718 0.4 0.50 23.1851523
614 2018 GNS DEF 781.08900 13 24.02377 42 4.183718 0.4 0.75 27.6077111
615 2018 GNS DEF 781.08900 13 24.02377 42 4.183718 0.6 0.25 15.5172175
616 2018 GNS DEF 781.08900 13 24.02377 42 4.183718 0.6 0.50 22.7315048
617 2018 GNS DEF 781.08900 13 24.02377 42 4.183718 0.6 0.75 28.8529556
618 2018 GNS DEF 781.08900 13 24.02377 42 4.183718 0.8 0.25 6.2672671
619 2018 GNS DEF 781.08900 13 24.02377 42 4.183718 0.8 0.50 21.4430141
620 2018 GNS DEF 781.08900 13 24.02377 42 4.183718 0.8 0.75 29.9467771
623 2018 LLS DEF 452.93700 21 33.92499 74 5.811770 0.2 0.25 29.6104757
624 2018 LLS DEF 452.93700 21 33.92499 74 5.811770 0.2 0.50 32.7946162
625 2018 LLS DEF 452.93700 21 33.92499 74 5.811770 0.2 0.75 36.2676224
626 2018 LLS DEF 452.93700 21 33.92499 74 5.811770 0.4 0.25 28.5415853
627 2018 LLS DEF 452.93700 21 33.92499 74 5.811770 0.4 0.50 33.1148088
628 2018 LLS DEF 452.93700 21 33.92499 74 5.811770 0.4 0.75 37.1999442
629 2018 LLS DEF 452.93700 21 33.92499 74 5.811770 0.6 0.25 27.1486196
630 2018 LLS DEF 452.93700 21 33.92499 74 5.811770 0.6 0.50 33.2638699
631 2018 LLS DEF 452.93700 21 33.92499 74 5.811770 0.6 0.75 38.9408214
632 2018 LLS DEF 452.93700 21 33.92499 74 5.811770 0.8 0.25 22.8976490
633 2018 LLS DEF 452.93700 21 33.92499 74 5.811770 0.8 0.50 32.1641232
634 2018 LLS DEF 452.93700 21 33.92499 74 5.811770 0.8 0.75 40.9473584
635 2018 OTB DEF 6180.25400 8 15.71909 44 5.376504 0.2 0.25 10.9230091
636 2018 OTB DEF 6180.25400 8 15.71909 44 5.376504 0.2 0.50 14.2181799
637 2018 OTB DEF 6180.25400 8 15.71909 44 5.376504 0.2 0.75 18.6343999
638 2018 OTB DEF 6180.25400 8 15.71909 44 5.376504 0.4 0.25 9.0748654
639 2018 OTB DEF 6180.25400 8 15.71909 44 5.376504 0.4 0.50 14.2600473
640 2018 OTB DEF 6180.25400 8 15.71909 44 5.376504 0.4 0.75 19.2165293
641 2018 OTB DEF 6180.25400 8 15.71909 44 5.376504 0.6 0.25 2.7732197
642 2018 OTB DEF 6180.25400 8 15.71909 44 5.376504 0.6 0.50 13.7926410
643 2018 OTB DEF 6180.25400 8 15.71909 44 5.376504 0.6 0.75 20.4185710
644 2018 OTB DEF 6180.25400 8 15.71909 44 5.376504 0.8 0.25 8.4760907
645 2018 OTB DEF 6180.25400 8 15.71909 44 5.376504 0.8 0.50 14.4055539
646 2018 OTB DEF 6180.25400 8 15.71909 44 5.376504 0.8 0.75 22.0142678
647 2018 OTB DWS 127.40500 16 24.59728 53 6.747952 0.2 0.25 19.6334762
648 2018 OTB DWS 127.40500 16 24.59728 53 6.747952 0.2 0.50 22.1752014
649 2018 OTB DWS 127.40500 16 24.59728 53 6.747952 0.2 0.75 25.4693846
650 2018 OTB DWS 127.40500 16 24.59728 53 6.747952 0.4 0.25 18.5602465
651 2018 OTB DWS 127.40500 16 24.59728 53 6.747952 0.4 0.50 22.7725527
652 2018 OTB DWS 127.40500 16 24.59728 53 6.747952 0.4 0.75 27.9175316
653 2018 OTB DWS 127.40500 16 24.59728 53 6.747952 0.6 0.25 15.2618958
654 2018 OTB DWS 127.40500 16 24.59728 53 6.747952 0.6 0.50 22.8462098
655 2018 OTB DWS 127.40500 16 24.59728 53 6.747952 0.6 0.75 29.4307150
656 2018 OTB DWS 127.40500 16 24.59728 53 6.747952 0.8 0.25 12.9515575
657 2018 OTB DWS 127.40500 16 24.59728 53 6.747952 0.8 0.50 21.8428765
658 2018 OTB DWS 127.40500 16 24.59728 53 6.747952 0.8 0.75 30.7507934
659 2018 OTB MDD 624.26900 10 19.91507 53 7.427287 0.2 0.25 13.7287549
660 2018 OTB MDD 624.26900 10 19.91507 53 7.427287 0.2 0.50 17.4408614
661 2018 OTB MDD 624.26900 10 19.91507 53 7.427287 0.2 0.75 23.5688059
662 2018 OTB MDD 624.26900 10 19.91507 53 7.427287 0.4 0.25 12.4493933
663 2018 OTB MDD 624.26900 10 19.91507 53 7.427287 0.4 0.50 18.0066310
664 2018 OTB MDD 624.26900 10 19.91507 53 7.427287 0.4 0.75 24.0312739
665 2018 OTB MDD 624.26900 10 19.91507 53 7.427287 0.6 0.25 10.8777786
666 2018 OTB MDD 624.26900 10 19.91507 53 7.427287 0.6 0.50 17.6949901
667 2018 OTB MDD 624.26900 10 19.91507 53 7.427287 0.6 0.75 25.4300093
668 2018 OTB MDD 624.26900 10 19.91507 53 7.427287 0.8 0.25 7.2360589
669 2018 OTB MDD 624.26900 10 19.91507 53 7.427287 0.8 0.50 17.6459472
670 2018 OTB MDD 624.26900 10 19.91507 53 7.427287 0.8 0.75 26.3755972
673 2019 GNS DEF 452.64000 11 23.72229 48 5.750094 0.2 0.25 19.0203941
674 2019 GNS DEF 452.64000 11 23.72229 48 5.750094 0.2 0.50 22.9141146
675 2019 GNS DEF 452.64000 11 23.72229 48 5.750094 0.2 0.75 26.7010958
676 2019 GNS DEF 452.64000 11 23.72229 48 5.750094 0.4 0.25 18.4689617
677 2019 GNS DEF 452.64000 11 23.72229 48 5.750094 0.4 0.50 22.7719753
678 2019 GNS DEF 452.64000 11 23.72229 48 5.750094 0.4 0.75 27.6147420
679 2019 GNS DEF 452.64000 11 23.72229 48 5.750094 0.6 0.25 14.8360047
680 2019 GNS DEF 452.64000 11 23.72229 48 5.750094 0.6 0.50 22.2527815
681 2019 GNS DEF 452.64000 11 23.72229 48 5.750094 0.6 0.75 28.8118466
682 2019 GNS DEF 452.64000 11 23.72229 48 5.750094 0.8 0.25 7.6313115
683 2019 GNS DEF 452.64000 11 23.72229 48 5.750094 0.8 0.50 21.1161309
684 2019 GNS DEF 452.64000 11 23.72229 48 5.750094 0.8 0.75 29.8747190
686 2019 GTR DEF 785.16100 15 23.23418 29 2.415022 0.2 0.25 20.7483202
687 2019 GTR DEF 785.16100 15 23.23418 29 2.415022 0.2 0.50 22.9661931
688 2019 GTR DEF 785.16100 15 23.23418 29 2.415022 0.2 0.75 24.8583229
689 2019 GTR DEF 785.16100 15 23.23418 29 2.415022 0.4 0.25 19.3777503
690 2019 GTR DEF 785.16100 15 23.23418 29 2.415022 0.4 0.50 22.6780087
691 2019 GTR DEF 785.16100 15 23.23418 29 2.415022 0.4 0.75 26.5546822
692 2019 GTR DEF 785.16100 15 23.23418 29 2.415022 0.6 0.25 14.9370566
693 2019 GTR DEF 785.16100 15 23.23418 29 2.415022 0.6 0.50 21.8872701
694 2019 GTR DEF 785.16100 15 23.23418 29 2.415022 0.6 0.75 28.0200316
695 2019 GTR DEF 785.16100 15 23.23418 29 2.415022 0.8 0.25 6.0472107
696 2019 GTR DEF 785.16100 15 23.23418 29 2.415022 0.8 0.50 20.6926360
697 2019 GTR DEF 785.16100 15 23.23418 29 2.415022 0.8 0.75 28.9979231
698 2019 LLS DEF 314.56200 22 36.25748 66 6.140133 0.2 0.25 31.5101401
699 2019 LLS DEF 314.56200 22 36.25748 66 6.140133 0.2 0.50 35.0577664
700 2019 LLS DEF 314.56200 22 36.25748 66 6.140133 0.2 0.75 38.9666092
701 2019 LLS DEF 314.56200 22 36.25748 66 6.140133 0.4 0.25 30.7045888
702 2019 LLS DEF 314.56200 22 36.25748 66 6.140133 0.4 0.50 35.2389572
703 2019 LLS DEF 314.56200 22 36.25748 66 6.140133 0.4 0.75 39.9829812
704 2019 LLS DEF 314.56200 22 36.25748 66 6.140133 0.6 0.25 29.3604207
705 2019 LLS DEF 314.56200 22 36.25748 66 6.140133 0.6 0.50 35.3711050
706 2019 LLS DEF 314.56200 22 36.25748 66 6.140133 0.6 0.75 41.8451648
707 2019 LLS DEF 314.56200 22 36.25748 66 6.140133 0.8 0.25 25.9186725
708 2019 LLS DEF 314.56200 22 36.25748 66 6.140133 0.8 0.50 34.8144868
709 2019 LLS DEF 314.56200 22 36.25748 66 6.140133 0.8 0.75 43.2544642
710 2019 OTB DEF 7319.73300 9 15.82722 47 4.910713 0.2 0.25 11.7165526
711 2019 OTB DEF 7319.73300 9 15.82722 47 4.910713 0.2 0.50 14.3935613
712 2019 OTB DEF 7319.73300 9 15.82722 47 4.910713 0.2 0.75 17.6803722
713 2019 OTB DEF 7319.73300 9 15.82722 47 4.910713 0.4 0.25 9.3196181
714 2019 OTB DEF 7319.73300 9 15.82722 47 4.910713 0.4 0.50 14.3029861
715 2019 OTB DEF 7319.73300 9 15.82722 47 4.910713 0.4 0.75 18.9046325
716 2019 OTB DEF 7319.73300 9 15.82722 47 4.910713 0.6 0.25 1.6681217
717 2019 OTB DEF 7319.73300 9 15.82722 47 4.910713 0.6 0.50 13.8597810
718 2019 OTB DEF 7319.73300 9 15.82722 47 4.910713 0.6 0.75 20.3475431
719 2019 OTB DEF 7319.73300 9 15.82722 47 4.910713 0.8 0.25 8.6630112
720 2019 OTB DEF 7319.73300 9 15.82722 47 4.910713 0.8 0.50 14.5115880
721 2019 OTB DEF 7319.73300 9 15.82722 47 4.910713 0.8 0.75 22.0071642
722 2019 OTB DWS 364.58200 14 21.63238 60 6.550846 0.2 0.25 16.6848799
723 2019 OTB DWS 364.58200 14 21.63238 60 6.550846 0.2 0.50 19.8805077
724 2019 OTB DWS 364.58200 14 21.63238 60 6.550846 0.2 0.75 23.8841549
725 2019 OTB DWS 364.58200 14 21.63238 60 6.550846 0.4 0.25 15.4141727
726 2019 OTB DWS 364.58200 14 21.63238 60 6.550846 0.4 0.50 20.4506737
727 2019 OTB DWS 364.58200 14 21.63238 60 6.550846 0.4 0.75 24.6771343
728 2019 OTB DWS 364.58200 14 21.63238 60 6.550846 0.6 0.25 12.5194150
729 2019 OTB DWS 364.58200 14 21.63238 60 6.550846 0.6 0.50 19.5194170
730 2019 OTB DWS 364.58200 14 21.63238 60 6.550846 0.6 0.75 26.7158017
731 2019 OTB DWS 364.58200 14 21.63238 60 6.550846 0.8 0.25 11.6667123
732 2019 OTB DWS 364.58200 14 21.63238 60 6.550846 0.8 0.50 19.0553312
733 2019 OTB DWS 364.58200 14 21.63238 60 6.550846 0.8 0.75 27.7279453
734 2019 OTB MDD 1216.16400 9 19.09155 68 6.480413 0.2 0.25 13.6704192
735 2019 OTB MDD 1216.16400 9 19.09155 68 6.480413 0.2 0.50 17.4594259
736 2019 OTB MDD 1216.16400 9 19.09155 68 6.480413 0.2 0.75 22.5722810
737 2019 OTB MDD 1216.16400 9 19.09155 68 6.480413 0.4 0.25 12.3844741
738 2019 OTB MDD 1216.16400 9 19.09155 68 6.480413 0.4 0.50 17.7213461
739 2019 OTB MDD 1216.16400 9 19.09155 68 6.480413 0.4 0.75 23.0263222
740 2019 OTB MDD 1216.16400 9 19.09155 68 6.480413 0.6 0.25 10.5380433
741 2019 OTB MDD 1216.16400 9 19.09155 68 6.480413 0.6 0.50 16.9386310
742 2019 OTB MDD 1216.16400 9 19.09155 68 6.480413 0.6 0.75 24.2201557
743 2019 OTB MDD 1216.16400 9 19.09155 68 6.480413 0.8 0.25 3.1812355
744 2019 OTB MDD 1216.16400 9 19.09155 68 6.480413 0.8 0.50 17.0085809
745 2019 OTB MDD 1216.16400 9 19.09155 68 6.480413 0.8 0.75 25.3322940
751 2020 GNS DEF 225.37178 11 23.85153 48 4.919967 0.2 0.25 19.6701887
752 2020 GNS DEF 225.37178 11 23.85153 48 4.919967 0.2 0.50 22.8068931
753 2020 GNS DEF 225.37178 11 23.85153 48 4.919967 0.2 0.75 26.4775562
754 2020 GNS DEF 225.37178 11 23.85153 48 4.919967 0.4 0.25 18.9849438
755 2020 GNS DEF 225.37178 11 23.85153 48 4.919967 0.4 0.50 22.9489041
756 2020 GNS DEF 225.37178 11 23.85153 48 4.919967 0.4 0.75 27.6003328
757 2020 GNS DEF 225.37178 11 23.85153 48 4.919967 0.6 0.25 15.1777938
758 2020 GNS DEF 225.37178 11 23.85153 48 4.919967 0.6 0.50 22.4844660
759 2020 GNS DEF 225.37178 11 23.85153 48 4.919967 0.6 0.75 28.8129425
760 2020 GNS DEF 225.37178 11 23.85153 48 4.919967 0.8 0.25 7.0565167
761 2020 GNS DEF 225.37178 11 23.85153 48 4.919967 0.8 0.50 21.2649943
762 2020 GNS DEF 225.37178 11 23.85153 48 4.919967 0.8 0.75 29.8818808
765 2020 LLS DEF 348.16373 22 35.99452 55 6.755608 0.2 0.25 30.8720808
766 2020 LLS DEF 348.16373 22 35.99452 55 6.755608 0.2 0.50 35.3801597
767 2020 LLS DEF 348.16373 22 35.99452 55 6.755608 0.2 0.75 39.8024576
768 2020 LLS DEF 348.16373 22 35.99452 55 6.755608 0.4 0.25 30.0558004
769 2020 LLS DEF 348.16373 22 35.99452 55 6.755608 0.4 0.50 35.3130672
770 2020 LLS DEF 348.16373 22 35.99452 55 6.755608 0.4 0.75 40.6509699
771 2020 LLS DEF 348.16373 22 35.99452 55 6.755608 0.6 0.25 28.9390652
772 2020 LLS DEF 348.16373 22 35.99452 55 6.755608 0.6 0.50 35.3514055
773 2020 LLS DEF 348.16373 22 35.99452 55 6.755608 0.6 0.75 42.1369008
774 2020 LLS DEF 348.16373 22 35.99452 55 6.755608 0.8 0.25 25.5494222
775 2020 LLS DEF 348.16373 22 35.99452 55 6.755608 0.8 0.50 34.7124367
776 2020 LLS DEF 348.16373 22 35.99452 55 6.755608 0.8 0.75 43.3520257
777 2020 OTB DEF 4170.14224 9 20.16803 43 4.905817 0.2 0.25 16.2319625
778 2020 OTB DEF 4170.14224 9 20.16803 43 4.905817 0.2 0.50 19.5112579
779 2020 OTB DEF 4170.14224 9 20.16803 43 4.905817 0.2 0.75 22.7469430
780 2020 OTB DEF 4170.14224 9 20.16803 43 4.905817 0.4 0.25 14.5867972
781 2020 OTB DEF 4170.14224 9 20.16803 43 4.905817 0.4 0.50 19.5763963
782 2020 OTB DEF 4170.14224 9 20.16803 43 4.905817 0.4 0.75 23.6481869
783 2020 OTB DEF 4170.14224 9 20.16803 43 4.905817 0.6 0.25 7.3371762
784 2020 OTB DEF 4170.14224 9 20.16803 43 4.905817 0.6 0.50 18.2548304
785 2020 OTB DEF 4170.14224 9 20.16803 43 4.905817 0.6 0.75 25.2784665
786 2020 OTB DEF 4170.14224 9 20.16803 43 4.905817 0.8 0.25 11.3535565
787 2020 OTB DEF 4170.14224 9 20.16803 43 4.905817 0.8 0.50 17.9717648
788 2020 OTB DEF 4170.14224 9 20.16803 43 4.905817 0.8 0.75 26.2160104
789 2020 OTB DWS 62.03410 21 31.65877 78 7.856340 0.2 0.25 25.6998353
790 2020 OTB DWS 62.03410 21 31.65877 78 7.856340 0.2 0.50 29.4607616
791 2020 OTB DWS 62.03410 21 31.65877 78 7.856340 0.2 0.75 34.6335141
792 2020 OTB DWS 62.03410 21 31.65877 78 7.856340 0.4 0.25 25.3324248
793 2020 OTB DWS 62.03410 21 31.65877 78 7.856340 0.4 0.50 29.8750413
794 2020 OTB DWS 62.03410 21 31.65877 78 7.856340 0.4 0.75 35.4911403
795 2020 OTB DWS 62.03410 21 31.65877 78 7.856340 0.6 0.25 23.5563152
796 2020 OTB DWS 62.03410 21 31.65877 78 7.856340 0.6 0.50 30.2020281
797 2020 OTB DWS 62.03410 21 31.65877 78 7.856340 0.6 0.75 36.6063325
798 2020 OTB DWS 62.03410 21 31.65877 78 7.856340 0.8 0.25 19.7745155
799 2020 OTB DWS 62.03410 21 31.65877 78 7.856340 0.8 0.50 29.5139487
800 2020 OTB DWS 62.03410 21 31.65877 78 7.856340 0.8 0.75 38.3853941
801 2020 OTB MDD 738.32791 9 21.48954 60 7.353144 0.2 0.25 15.5621660
802 2020 OTB MDD 738.32791 9 21.48954 60 7.353144 0.2 0.50 20.1202050
803 2020 OTB MDD 738.32791 9 21.48954 60 7.353144 0.2 0.75 24.9769072
804 2020 OTB MDD 738.32791 9 21.48954 60 7.353144 0.4 0.25 14.6807371
805 2020 OTB MDD 738.32791 9 21.48954 60 7.353144 0.4 0.50 20.3892519
806 2020 OTB MDD 738.32791 9 21.48954 60 7.353144 0.4 0.75 25.7652023
807 2020 OTB MDD 738.32791 9 21.48954 60 7.353144 0.6 0.25 12.2562429
808 2020 OTB MDD 738.32791 9 21.48954 60 7.353144 0.6 0.50 19.5629402
809 2020 OTB MDD 738.32791 9 21.48954 60 7.353144 0.6 0.75 27.1303290
810 2020 OTB MDD 738.32791 9 21.48954 60 7.353144 0.8 0.25 3.4481396
811 2020 OTB MDD 738.32791 9 21.48954 60 7.353144 0.8 0.50 19.0001031
812 2020 OTB MDD 738.32791 9 21.48954 60 7.353144 0.8 0.75 27.9370563

Plot of MeanLength for HKE - ITA - GSA 19

Plot of MedianLength for HKE - ITA - GSA 19

2.7 Checks the presence of years with missing length distribution

Landing data were checked to identify the presence of years with missing length distributions. The years with the missing length distribution are reported in the following table (if any):

2.7.1 GSA 18

2.7.1.1 HKE

Years in which the length distribution is missing in landing data for HKE in GSA 18
year gear fishery total_number_landed
2002 GNS DEF 0
2003 GNS DEF 0
2004 GNS DEF 0
2004 GTR DEF 0
2005 GNS DEF 0
2005 GTR DEF 0
2006 GNS DEF 0
2006 GTR DEF 0
2006 LLS DEF 0
2006 OTB DEF 0
2006 OTB MDD 0
2007 GNS DEF 0
2007 GTR DEF 0
2008 GNS DEF 0
2008 GNS SLP 0
2008 GTR DEF 0
2009 GNS DEF 0
2009 GNS SLP 0
2009 GTR DEF 0
2009 OTB DWS 0
2010 GTR DEF 0
2010 OTB DWS 0
2011 GTR DEF 0
2011 OTB DWS 0
2012 GTR DEF 0
2014 GTR DEF 0
2016 GNS DEF 0
2016 OTB DWS 0
2017 GNS DEF 0
2017 GTR DEF 0
2017 OTB DWS 0
2018 GNS DEF 0
2018 GNS SLP 0
2018 GTR DEF 0
2018 OTB DWS 0
2019 PTM SPF 0
2020 GNS DEF 0
2020 GTR DEF 0
2020 OTB DWS 0
2020 SV DEF 0

2.7.2 GSA 19

2.7.2.1 HKE

Years in which the length distribution is missing in landing data for HKE in GSA 19
year gear fishery total_number_landed
2002 GTR DEF 0
2002 PS SPF 0
2003 GTR DEF 0
2003 PS SPF 0
2004 GNS DEF 0
2004 GTR DEF 0
2004 SB DEF 0
2004 SV DEF 0
2005 PS LPF 0
2005 PS SPF 0
2005 SB DEF 0
2005 SV DEF 0
2006 PTM SPF 0
2007 LLD LPF 0
2008 GNS SLP 0
2008 LLD LPF 0
2009 GNS DEF 0
2009 GNS SLP 0
2009 GTR DEF 0
2010 GNS DEF 0
2010 GNS SLP 0
2010 GTR DEF 0
2011 GNS SLP 0
2012 GND SPF 0
2012 GNS SLP 0
2015 PS SPF 0
2016 GNS SLP 0
2016 GTR DEF 0
2016 PS SPF 0
2017 GNS SLP 0
2017 GTR DEF 0
2017 PS SPF 0
2018 GNS SLP 0
2018 GTR DEF 0
2018 PS LPF 0
2019 FPO DEF 0
2019 GNS SLP 0
2019 OTM MPD 0
2019 PS LPF 0
2019 PS SPF 0
2020 FPO DEF 0
2020 FYK DEF 0
2020 GNS SLP 0
2020 GTR DEF 0

2.8 Checks the presence of landing weights with zeros in landings

The presence of rows in landing with 0 values in weights having length classes filled in is reported in the following table:

2.8.1 GSA 18

2.8.1.1 HKE

  • No landing records in weight equal to 0 having length classes filled in for : HKE - ITA - GSA 18

2.8.2 GSA 19

2.8.2.1 HKE

  • No landing records in weight equal to 0 having length classes filled in for : HKE - ITA - GSA 19

2.9 Checks the presence of landing weights with -1 in landings

The presence of rows in landing with -1 values in weights having length classes filled in is reported in the following table:

2.9.1 GSA 18

2.9.1.1 HKE

  • No landing records in weight equal to -1 having length classes filled in for : HKE - ITA - GSA 18

2.9.2 GSA 19

2.9.2.1 HKE

  • No landing records in weight equal to -1 having length classes filled in for : HKE - ITA - GSA 19

2.10 Mean weight by year, gear and fishery aggregation

Landing data were checked to assess the consistency of mean species landing weight by year, gear and fishery.

2.10.1 GSA 18

2.10.1.1 HKE

Summary table of Main landing weights for HKE in GSA 18
year quarter vessel_length gear mesh_size_range fishery totW totN MW(g)
2002 -1 NA GNS 16D20 DEF 26246540 0.00 NA
2002 -1 NA OTB 40D50 NA 2005805900 47061430.23 42.62101
2002 -1 NA NA NA NA 277089720 0.00 NA
2003 -1 NA GNS 16D20 DEF 198610700 0.00 NA
2003 -1 NA OTB 40D50 NA 2899136550 23079258.00 125.61654
2003 -1 NA NA NA NA 1353021520 0.00 NA
2004 -1 NA GNS 16D20 DEF 18917860 0.00 NA
2004 -1 NA GTR 16D20 DEF 20696060 0.00 NA
2004 -1 NA LLS NA DEF 232982390 274012.00 850.26346
2004 -1 NA OTB 40D50 NA 2931515060 22079844.00 132.76883
2005 -1 NA GNS 16D20 DEF 37809010 0.00 NA
2005 -1 NA GTR 16D20 DEF 17805980 0.00 NA
2005 -1 NA LLS NA DEF 452115170 817872.00 552.79453
2005 -1 NA OTB 40D50 NA 3275450300 39480817.00 82.96308
2005 -1 NA NA NA NA 1470060 0.00 NA
2006 -1 NA GNS 16D20 DEF 30213530 0.00 NA
2006 -1 NA GTR 16D20 DEF 25927690 0.00 NA
2006 -1 NA LLS NA DEF 836320970 0.00 NA
2006 -1 NA OTB 40D50 DEF 1112813960 0.00 NA
2006 -1 NA OTB 40D50 MDD 3499787560 0.00 NA
2006 -1 NA NA NA NA 1253950 0.00 NA
2007 -1 NA GNS 16D20 DEF 18791820 0.00 NA
2007 -1 NA GTR 16D20 DEF 18409180 0.00 NA
2007 -1 NA LLS NA DEF 619840350 541132.00 1145.45129
2007 -1 NA OTB 40D50 NA 3497302480 66916753.00 52.26348
2007 -1 NA NA NA NA 212020 0.00 NA
2008 -1 NA GNS 16D20 DEF 15268250 0.00 NA
2008 -1 NA GNS 16D20 SLP 62640 0.00 NA
2008 -1 NA GTR 16D20 DEF 41721130 0.00 NA
2008 -1 NA LLS NA DEF 550772430 442424.00 1244.89727
2008 -1 NA OTB 40D50 NA 3640079450 53043685.00 68.62418
2009 -1 NA GNS 16D20 DEF 7640440 0.00 NA
2009 -1 NA GNS 16D20 SLP 99170 0.00 NA
2009 -1 NA GTR 16D20 DEF 19586140 0.00 NA
2009 -1 NA LLS NA DEF 533686340 502471.00 1062.12366
2009 -1 NA OTB 40D50 DEF 3085591800 43576651.00 70.80837
2009 -1 NA OTB 40D50 DWS 8494210 0.00 NA
2009 -1 NA OTB 40D50 MDD 450720740 5981381.00 75.35396
2010 -1 NA GTR 16D20 DEF 19365530 0.00 NA
2010 -1 NA LLS NA DEF 601210050 581516.00 1033.86674
2010 -1 NA OTB 40D50 DEF 2670931530 42166447.00 63.34258
2010 -1 NA OTB 40D50 DWS 9052130 0.00 NA
2010 -1 NA OTB 40D50 MDD 720053110 6740801.00 106.82011
2011 -1 NA GTR 16D20 DEF 18497380 0.00 NA
2011 -1 NA LLS NA DEF 518771890 499906.00 1037.73887
2011 -1 NA OTB 50D100 DEF 2973210000 38052322.00 78.13478
2011 -1 NA OTB 50D100 DWS 503110 0.00 NA
2011 -1 NA OTB 50D100 MDD 338714920 4043432.00 83.76916
2012 -1 NA GTR 16D20 DEF 19845610 0.00 NA
2012 -1 NA LLS NA DEF 566246720 650745.00 870.15147
2012 -1 NA OTB 50D100 DEF 2397861490 52004655.00 46.10859
2012 -1 NA OTB 50D100 MDD 121747770 1847464.00 65.89994
2013 -1 NA LLS NA DEF 187607760 262949.00 713.47585
2013 -1 NA OTB 50D100 DEF 2301730300 33507459.00 68.69307
2013 -1 NA OTB 50D100 MDD 77609430 999290.00 77.66457
2014 -1 NA GTR 16D20 DEF 28060 0.00 NA
2014 -1 NA LLS NA DEF 279130390 220151.00 1267.90426
2014 -1 NA OTB 50D100 DEF 1536344410 33579604.00 45.75231
2014 -1 NA OTB 50D100 MDD 48122160 710473.00 67.73257
2015 -1 NA LLS NA DEF 426880830 454938.00 938.32749
2015 -1 NA OTB 50D100 DEF 1551949270 19053502.00 81.45218
2015 -1 NA OTB 50D100 MDD 61867290 1207627.00 51.23046
2016 -1 NA LLS NA DEF 517791260 793784.00 652.30750
2016 1 NA GNS 16D20 DEF 2223130 0.00 NA
2016 1 NA OTB 50D100 DEF 457047550 5405467.00 84.55283
2016 1 NA OTB 50D100 MDD 4281810 93601.00 45.74534
2016 2 NA GNS 16D20 DEF 1175570 0.00 NA
2016 2 NA OTB 50D100 DEF 457259060 7155848.00 63.90005
2016 2 NA OTB 50D100 MDD 11267710 144746.00 77.84471
2016 3 NA GNS 16D20 DEF 1332080 0.00 NA
2016 3 NA OTB 50D100 DEF 225622890 3770059.00 59.84598
2016 3 NA OTB 50D100 DWS 39420 0.00 NA
2016 3 NA OTB 50D100 MDD 9349530 70626.00 132.38085
2016 4 NA GNS 16D20 DEF 453020 0.00 NA
2016 4 NA OTB 50D100 DEF 498514330 6981701.00 71.40299
2016 4 NA OTB 50D100 DWS 785900 0.00 NA
2016 4 NA OTB 50D100 MDD 7419830 160415.00 46.25397
2017 -1 NA LLS NA DEF 514788540 928317.00 554.53960
2017 1 NA GNS 16D20 DEF 5447000 0.00 NA
2017 1 NA GTR 16D20 DEF 353190 0.00 NA
2017 1 NA OTB 50D100 DEF 451400270 6029016.00 74.87130
2017 1 NA OTB 50D100 DWS 111900 0.00 NA
2017 1 NA OTB 50D100 MDD 27189570 282428.00 96.27080
2017 2 NA GNS 16D20 DEF 8671480 0.00 NA
2017 2 NA GTR 16D20 DEF 1112780 0.00 NA
2017 2 NA OTB 50D100 DEF 408399240 4800767.00 85.06958
2017 2 NA OTB 50D100 MDD 27517680 252924.00 108.79822
2017 3 NA GNS 16D20 DEF 9940320 0.00 NA
2017 3 NA GTR 16D20 DEF 1126100 0.00 NA
2017 3 NA OTB 50D100 DEF 204681370 2774475.00 73.77301
2017 3 NA OTB 50D100 MDD 61632130 1077243.00 57.21284
2017 4 NA GNS 16D20 DEF 7248950 0.00 NA
2017 4 NA GTR 16D20 DEF 76950 0.00 NA
2017 4 NA OTB 50D100 DEF 445784890 8740601.00 51.00163
2017 4 NA OTB 50D100 DWS 470200 0.00 NA
2017 4 NA OTB 50D100 MDD 54567670 1062161.00 51.37420
2018 1 NA GNS 16D20 DEF 5499590 0.00 NA
2018 1 NA GTR 16D20 DEF 56750 0.00 NA
2018 1 NA LLS NA DEF 31255940 28948.00 1079.72710
2018 1 NA OTB 50D100 DEF 398995320 5219149.00 76.44835
2018 1 NA OTB 50D100 DWS 2555160 0.00 NA
2018 1 NA OTB 50D100 MDD 10297530 144747.00 71.14158
2018 2 NA GNS 16D20 DEF 3293510 0.00 NA
2018 2 NA GNS 16D20 SLP 47670 0.00 NA
2018 2 NA GTR 16D20 DEF 109930 0.00 NA
2018 2 NA LLS NA DEF 100194170 159220.00 629.28131
2018 2 NA OTB 50D100 DEF 423393380 5807153.00 72.90894
2018 2 NA OTB 50D100 DWS 1948700 0.00 NA
2018 2 NA OTB 50D100 MDD 37079240 567180.00 65.37473
2018 3 NA GNS 16D20 DEF 4199990 0.00 NA
2018 3 NA GTR 16D20 DEF 30000 0.00 NA
2018 3 NA LLS NA DEF 104022740 140873.00 738.41503
2018 3 NA OTB 50D100 DEF 207006580 3676093.00 56.31157
2018 3 NA OTB 50D100 DWS 4599010 0.00 NA
2018 3 NA OTB 50D100 MDD 28572430 555530.00 51.43274
2018 4 NA GNS 16D20 DEF 2361500 0.00 NA
2018 4 NA GTR 16D20 DEF 36750 0.00 NA
2018 4 NA LLS NA DEF 99267620 107021.00 927.55272
2018 4 NA OTB 50D100 DEF 510569150 8129271.00 62.80627
2018 4 NA OTB 50D100 DWS 3407080 0.00 NA
2018 4 NA OTB 50D100 MDD 21453520 403523.00 53.16554
2019 4 VL2440 PTM 20D40 SPF 0 0.00 NaN
2020 -1 NA LLS NA DEF 264832110 430000.40 615.88806
2020 1 NA GNS 16D20 DEF 41000 0.00 NA
2020 1 NA GTR 16D20 DEF 28000 0.00 NA
2020 1 NA OTB 50D100 DEF 286844320 3544925.97 80.91687
2020 1 NA OTB 50D100 DWS 954420 0.00 NA
2020 1 NA OTB 50D100 MDD 13124000 153508.81 85.49346
2020 1 NA SV NA DEF 30000 0.00 NA
2020 2 NA GNS 16D20 DEF 347000 0.00 NA
2020 2 NA GTR 16D20 DEF 130000 0.00 NA
2020 2 NA OTB 50D100 DEF 285935850 3699526.11 77.28986
2020 2 NA OTB 50D100 DWS 278880 0.00 NA
2020 2 NA OTB 50D100 MDD 11437150 180083.33 63.51032
2020 3 NA GNS 16D20 DEF 457000 0.00 NA
2020 3 NA GTR 16D20 DEF 747000 0.00 NA
2020 3 NA OTB 50D100 DEF 158705980 2427545.30 65.37714
2020 3 NA OTB 50D100 DWS 6820210 0.00 NA
2020 3 NA OTB 50D100 MDD 20946950 356530.91 58.75213
2020 4 NA GTR 16D20 DEF 470000 0.00 NA
2020 4 NA OTB 50D100 DEF 287684000 4923194.41 58.43442
2020 4 NA OTB 50D100 DWS 3496000 0.00 NA
2020 4 NA OTB 50D100 MDD 10224600 97705.54 104.64709

Plot of landing mean weights for HKE - ITA - GSA 18

2.10.2 GSA 19

2.10.2.1 HKE

Summary table of Main landing weights for HKE in GSA 19
year quarter vessel_length gear mesh_size_range fishery totW totN MW(g)
2002 -1 NA GTR 16D20 DEF 262663530 0.00 NA
2002 -1 NA OTB 40D50 NA 687745080 0.00 NA
2002 -1 NA PS 14D16 SPF 15971480 0.00 NA
2002 -1 NA NA NA NA 390439340 0.00 NA
2003 -1 NA GTR 16D20 DEF 366669100 0.00 NA
2003 -1 NA OTB 40D50 NA 668449460 5163715.00 129.45127
2003 -1 NA PS 14D16 SPF 711130 0.00 NA
2003 -1 NA NA NA NA 477986290 0.00 NA
2004 -1 NA GNS 16D20 DEF 35113210 0.00 NA
2004 -1 NA GTR 16D20 DEF 6869080 0.00 NA
2004 -1 NA LLS NA DEF 203534820 125496.00 1621.84309
2004 -1 NA OTB 40D50 NA 1053123790 8351783.00 126.09568
2004 -1 NA SB NA DEF 6720 0.00 NA
2004 -1 NA SV NA DEF 6720 0.00 NA
2004 -1 NA NA NA NA 77450 0.00 NA
2005 -1 NA GNS 16D20 DEF 19876970 165154.83 120.35355
2005 -1 NA GTR 16D20 DEF 8519300 71515.98 119.12443
2005 -1 NA LLS NA DEF 146727380 479110.00 306.24988
2005 -1 NA OTB 40D50 NA 1078273880 21930771.00 49.16717
2005 -1 NA PS 14D16 SPF 17327690 0.00 NA
2005 -1 NA PS NA LPF 136090 0.00 NA
2005 -1 NA SB NA DEF 162780 0.00 NA
2005 -1 NA SV NA DEF 162780 0.00 NA
2005 -1 NA NA NA NA 7300 0.00 NA
2006 -1 NA GNS 16D20 DEF 7748390 70087.00 110.55388
2006 -1 NA GTR 16D20 DEF 91822860 761571.00 120.57032
2006 -1 NA LLS NA DEF 199800710 360554.61 554.14826
2006 -1 NA OTB 40D50 NA 1329553300 19568016.00 67.94523
2006 -1 NA PTM 20D40 SPF 204530 0.00 NA
2007 -1 NA GTR 16D20 DEF 24626900 87788.00 280.52695
2007 -1 NA LLD NA LPF 11617930 0.00 NA
2007 -1 NA LLS NA DEF 274596050 317196.00 865.69834
2007 -1 NA OTB 40D50 NA 571500260 7533403.00 75.86216
2008 -1 NA GNS 16D20 DEF 36739850 123633.00 297.16864
2008 -1 NA GNS 16D20 SLP 629970 0.00 NA
2008 -1 NA GTR 16D20 DEF 16176500 71515.00 226.19730
2008 -1 NA LLD NA LPF 313810 0.00 NA
2008 -1 NA LLS NA DEF 196298580 296934.00 661.08489
2008 -1 NA OTB 40D50 NA 681981240 15221578.00 44.80358
2009 -1 NA GNS 16D20 DEF 24866070 0.00 NA
2009 -1 NA GNS 16D20 SLP 504660 0.00 NA
2009 -1 NA GTR 16D20 DEF 25344000 0.00 NA
2009 -1 NA LLS NA DEF 295998450 599262.00 493.93829
2009 -1 NA OTB 40D50 NA 651929790 6617312.00 98.51882
2010 -1 NA GNS 16D20 DEF 16599120 0.00 NA
2010 -1 NA GNS 16D20 SLP 20560 0.00 NA
2010 -1 NA GTR 16D20 DEF 17940410 0.00 NA
2010 -1 NA LLS NA DEF 240299960 342607.00 701.38660
2010 -1 NA OTB 40D50 DEF 149405510 2224672.00 67.15844
2010 -1 NA OTB 40D50 DWS 18661040 130634.00 142.84979
2010 -1 NA OTB 40D50 MDD 395866440 5145903.00 76.92847
2011 -1 NA GNS 16D20 DEF 20651310 227255.00 90.87285
2011 -1 NA GNS 16D20 SLP 410170 0.00 NA
2011 -1 NA GTR 16D20 DEF 17895180 103674.00 172.61010
2011 -1 NA LLS NA DEF 237571280 536814.39 442.55758
2011 -1 NA OTB 50D100 DEF 156860110 4699113.00 33.38079
2011 -1 NA OTB 50D100 DWS 24022050 97005.00 247.63724
2011 -1 NA OTB 50D100 MDD 352819660 8876168.00 39.74910
2012 -1 NA GND NA SPF 625160 0.00 NA
2012 -1 NA GNS 16D20 DEF 29138840 171855.00 169.55480
2012 -1 NA GNS 16D20 SLP 5322840 0.00 NA
2012 -1 NA GTR 16D20 DEF 56668560 704583.00 80.42851
2012 -1 NA LLS NA DEF 175244230 502466.54 348.76796
2012 -1 NA OTB 50D100 DEF 141028650 3648984.00 38.64874
2012 -1 NA OTB 50D100 DWS 24617670 33418.00 736.65899
2012 -1 NA OTB 50D100 MDD 240240470 4481597.00 53.60600
2012 -1 NA NA NA NA 1962040 0.00 NA
2013 -1 NA GNS 16D20 DEF 153305230 824137.00 186.01911
2013 -1 NA GTR 16D20 DEF 134530740 1438556.00 93.51790
2013 -1 NA LLS NA DEF 235520720 592902.00 397.23381
2013 -1 NA OTB 50D100 DEF 13265390 226156.00 58.65593
2013 -1 NA OTB 50D100 DWS 48885820 177264.00 275.77974
2013 -1 NA OTB 50D100 MDD 174831280 2818243.00 62.03556
2014 -1 NA GNS 16D20 DEF 120372770 451576.00 266.56149
2014 -1 NA GTR 16D20 DEF 89631260 1210023.00 74.07401
2014 -1 NA LLS NA DEF 320061720 393086.00 814.22824
2014 -1 NA OTB 50D100 NA 209907830 2646607.00 79.31205
2015 -1 NA GNS 16D20 DEF 134585610 1596633.00 84.29339
2015 -1 NA GTR 16D20 DEF 104981980 1503692.00 69.81615
2015 -1 NA LLS NA DEF 214534280 347070.00 618.12971
2015 -1 NA OTB 50D100 NA 303516390 6484893.00 46.80361
2015 -1 NA PS 14D16 SPF 48966440 0.00 NA
2016 -1 NA GNS 16D20 DEF 106926370 1127481.00 94.83652
2016 -1 NA LLS NA DEF 198317790 284219.00 697.76401
2016 1 NA GTR 16D20 DEF 19172390 0.00 NA
2016 1 NA OTB 50D100 NA 68722340 1192114.00 57.64746
2016 1 NA PS 14D16 SPF 8141850 0.00 NA
2016 2 NA GTR 16D20 DEF 27458620 0.00 NA
2016 2 NA OTB 50D100 NA 80028010 1289296.00 62.07109
2016 2 NA PS 14D16 SPF 5743030 0.00 NA
2016 3 NA GNS 16D20 SLP 2603180 0.00 NA
2016 3 NA GTR 16D20 DEF 24820480 0.00 NA
2016 3 NA OTB 50D100 NA 70023480 2261037.00 30.96963
2016 3 NA PS 14D16 SPF 4318250 0.00 NA
2016 4 NA GTR 16D20 DEF 19120610 0.00 NA
2016 4 NA OTB 50D100 NA 66688250 1414306.00 47.15263
2016 4 NA PS 14D16 SPF 4773100 0.00 NA
2017 -1 NA GNS 16D20 DEF 77559390 994869.00 77.95940
2017 -1 NA LLS NA DEF 131226420 334908.00 391.82826
2017 -1 NA OTB 50D100 DEF 194092260 4901824.00 39.59593
2017 -1 NA OTB 50D100 DWS 15047290 207166.00 72.63397
2017 -1 NA OTB 50D100 MDD 127652550 1934782.00 65.97774
2017 1 NA GTR 16D20 DEF 24272450 0.00 NA
2017 1 NA PS 14D16 SPF 50000 0.00 NA
2017 2 NA GNS 16D20 SLP 211390 0.00 NA
2017 2 NA GTR 16D20 DEF 39339490 0.00 NA
2017 3 NA GTR 16D20 DEF 51454190 0.00 NA
2017 4 NA GTR 16D20 DEF 52626170 0.00 NA
2018 -1 NA LLS NA DEF 153350270 452937.00 338.56865
2018 -1 NA OTB 50D100 DWS 18500350 127405.00 145.20898
2018 1 NA GNS 16D20 DEF 29989510 229988.00 130.39598
2018 1 NA GNS 16D20 SLP 11353750 0.00 NA
2018 1 NA GTR 16D20 DEF 2704990 0.00 NA
2018 1 NA OTB 50D100 DEF 83521890 2889637.00 28.90394
2018 1 NA OTB 50D100 MDD 7329160 261296.00 28.04926
2018 2 NA GNS 16D20 DEF 22008220 170958.00 128.73466
2018 2 NA GNS 16D20 SLP 19030 0.00 NA
2018 2 NA GTR 16D20 DEF 35219860 0.00 NA
2018 2 NA OTB 50D100 DEF 62246400 1340173.00 46.44654
2018 2 NA OTB 50D100 MDD 16283050 192717.00 84.49203
2018 2 NA PS NA LPF 6670 0.00 NA
2018 3 NA GNS 16D20 DEF 21947400 237075.00 92.57577
2018 3 NA GNS 16D20 SLP 23240 0.00 NA
2018 3 NA GTR 16D20 DEF 27276570 0.00 NA
2018 3 NA OTB 50D100 DEF 40330600 1198444.00 33.65247
2018 3 NA OTB 50D100 MDD 16896780 83803.00 201.62500
2018 4 NA GNS 16D20 DEF 16331160 143068.00 114.14964
2018 4 NA GNS 16D20 SLP 171110 0.00 NA
2018 4 NA GTR 16D20 DEF 16291580 0.00 NA
2018 4 NA OTB 50D100 DEF 62834630 752000.00 83.55669
2018 4 NA OTB 50D100 MDD 14975950 86453.00 173.22649
2019 -1 NA GTR 16D20 DEF 75221550 785161.00 95.80398
2019 -1 NA OTB 50D100 DWS 36828680 364582.00 101.01618
2019 -1 NA OTB 50D100 MDD 87668730 1216164.00 72.08627
2019 1 NA GNS 16D20 DEF 21169590 212562.00 99.59254
2019 1 NA GNS 16D20 SLP 44250 0.00 NA
2019 1 NA LLS NA DEF 33399850 102261.00 326.61376
2019 1 NA OTB 50D100 DEF 83946180 3941425.00 21.29843
2019 2 NA GNS 16D20 DEF 3139400 17082.00 183.78410
2019 2 NA GNS 16D20 SLP 40600 0.00 NA
2019 2 NA LLS NA DEF 44108610 94135.00 468.56759
2019 2 NA OTB 50D100 DEF 81763690 1379582.00 59.26700
2019 3 NA FPO NA DEF 492590 0.00 NA
2019 3 NA GNS 16D20 DEF 16922640 145393.00 116.39240
2019 3 NA GNS 16D20 SLP 9690 0.00 NA
2019 3 NA LLS NA DEF 29142770 74877.00 389.20857
2019 3 NA OTB 50D100 DEF 46514070 684426.00 67.96070
2019 3 NA PS 14D16 SPF 90000 0.00 NA
2019 3 NA PS NA LPF 110000 0.00 NA
2019 3 NA NA NA NA 306430 0.00 NA
2019 4 NA FPO NA DEF 44330 0.00 NA
2019 4 NA GNS 16D20 DEF 12504630 77603.00 161.13591
2019 4 NA GNS 16D20 SLP 586740 0.00 NA
2019 4 NA LLS NA DEF 19235550 43289.00 444.35191
2019 4 NA OTB 50D100 DEF 72896300 1314300.00 55.46397
2019 4 NA OTM 20D40 MPD 725370 0.00 NA
2019 4 NA PS NA LPF 2219770 0.00 NA
2020 -1 NA LLS NA DEF 141922600 348163.73 407.63178
2020 -1 NA OTB 50D100 DEF 305542860 4170142.24 73.26917
2020 -1 NA OTB 50D100 DWS 18786340 62034.10 302.83892
2020 -1 NA OTB 50D100 MDD 78300470 738327.91 106.05108
2020 1 NA FPO NA DEF 30000 0.00 NA
2020 1 NA GNS 16D20 DEF 17014000 171925.37 98.96154
2020 1 NA GTR 16D20 DEF 14440000 0.00 NA
2020 2 NA FYK NA DEF 40000 0.00 NA
2020 2 NA GNS 16D20 DEF 1978000 13935.61 141.93853
2020 2 NA GNS 16D20 SLP 30000 0.00 NA
2020 2 NA GTR 16D20 DEF 10388800 0.00 NA
2020 3 NA FPO NA DEF 13000 0.00 NA
2020 3 NA GNS 16D20 DEF 5391000 28067.50 192.07268
2020 3 NA GTR 16D20 DEF 8961000 0.00 NA
2020 4 NA FPO NA DEF 18000 0.00 NA
2020 4 NA GNS 16D20 DEF 2116000 11443.30 184.91170
2020 4 NA GTR 16D20 DEF 9143000 0.00 NA

Plot of landing mean weights for HKE - ITA - GSA 19

2.11 Total landing time series by quarter

To identify possible inconsistencies in landing data, the species time series of landing volumes is here plotted by quarter.

2.11.1 GSA 18

2.11.1.1 HKE

Plot of total landings for HKE - ITA - GSA 18

2.11.2 GSA 19

2.11.2.1 HKE

Plot of total landings for HKE - ITA - GSA 19

2.12 Total landing time series by gear and fishery

To identify possible inconsistencies in landing data, the species time series of landing volumes is here plotted by fishery and gear.

2.12.1 GSA 18

2.12.1.1 HKE

Plot of total landings for HKE - ITA - GSA 18

2.12.2 GSA 19

2.12.2.1 HKE

Plot of total landings for HKE - ITA - GSA 19

3 Discard table

3.1 Presence of duplicated records

Data included in the discard table were checked for the presence of duplicated records. The result of the check is here reported:

  • No replicated records in Discard data

3.2 Coverage of discards data

3.2.1 GSA 18

3.2.1.1 HKE

Coverage of landing data for HKE in GSA 18
COUNTRY YEAR AREA GEAR SPECIES LANDINGS
ITA 2012 GSA 18 LLS HKE 0.31858
ITA 2014 GSA 18 LLS HKE 0.94510
ITA 2009 GSA 18 OTB HKE 151.60242
ITA 2010 GSA 18 OTB HKE 77.86157
ITA 2011 GSA 18 OTB HKE 99.69113
ITA 2012 GSA 18 OTB HKE 177.01006
ITA 2013 GSA 18 OTB HKE 15.36081
ITA 2014 GSA 18 OTB HKE 45.84869
ITA 2015 GSA 18 OTB HKE 86.24911
ITA 2016 GSA 18 OTB HKE 107.10148
ITA 2017 GSA 18 OTB HKE 31.43257
ITA 2018 GSA 18 OTB HKE 55.88579
ITA 2019 GSA 18 OTB HKE 102.13291
ITA 2020 GSA 18 OTB HKE 18.97022

3.2.2 GSA 19

3.2.2.1 HKE

Coverage of landing data for HKE in GSA 19
COUNTRY YEAR AREA GEAR SPECIES LANDINGS
ITA 2006 GSA 19 OTB HKE 34.17037
ITA 2009 GSA 19 OTB HKE 53.12721
ITA 2010 GSA 19 OTB HKE 10.95757
ITA 2011 GSA 19 OTB HKE 8.56390
ITA 2012 GSA 19 OTB HKE 11.47827
ITA 2013 GSA 19 OTB HKE 11.45418
ITA 2014 GSA 19 OTB HKE 3.85250
ITA 2015 GSA 19 OTB HKE 5.36492
ITA 2016 GSA 19 OTB HKE 17.82643
ITA 2017 GSA 19 OTB HKE 5.38637
ITA 2018 GSA 19 OTB HKE 12.32796
ITA 2019 GSA 19 OTB HKE 39.79820
ITA 2020 GSA 19 OTB HKE 0.41658

3.3 Comparison between discards in weight by quarter and year

Discard data by gear were aggragated by quarter and years (-1) and were compared to identify possible inconsistencies.

3.3.1 GSA 18

3.3.1.1 HKE

Summary table of discard data aggregated by gear and both quarter and year for HKE in GSA 18
YEAR GEAR TOT_Q TOT_YR RATIO
2009 OTB NA 151.60242 NA
2010 OTB NA 77.86157 NA
2011 OTB NA 99.69113 NA
2012 LLS NA 0.31858 NA
2012 OTB NA 177.01006 NA
2013 OTB NA 15.36081 NA
2014 LLS NA 0.94510 NA
2014 OTB NA 45.84869 NA
2015 OTB NA 86.24911 NA
2016 OTB 107.10148 NA NA
2017 OTB 31.43257 NA NA
2018 OTB 55.88579 NA NA
2019 OTB 99.96656 2.16635 46.14516
2020 OTB 18.97022 NA NA

3.3.2 GSA 19

3.3.2.1 HKE

Summary table of discard data aggregated by gear and both quarter and year for HKE in GSA 19
YEAR GEAR TOT_Q TOT_YR RATIO
2006 OTB NA 34.17037 NA
2009 OTB NA 53.12721 NA
2010 OTB NA 10.95757 NA
2011 OTB NA 8.56390 NA
2012 OTB NA 11.47827 NA
2013 OTB NA 11.45418 NA
2014 OTB NA 3.85250 NA
2015 OTB NA 5.36492 NA
2016 OTB 17.82643 NA NA
2017 OTB NA 5.38637 NA
2018 OTB 12.32796 NA NA
2019 OTB 35.28057 4.51763 7.809531
2020 OTB NA 0.41658 NA

3.4 Comparison between discards in weight by quarter and year, accounting for fishery

Discard data by gear and fishery were aggragated by quarter and yeas and were compared to identify possible inconsistencies.

3.4.1 GSA 18

3.4.1.1 HKE

Summary table of discard data aggregated by gear, fishery and both quarter and year for HKE in GSA 18
YEAR GEAR FISHERY TOT_Q TOT_YR RATIO
2009 OTB DEF NA 139.52936 NA
2009 OTB MDD NA 12.07306 NA
2010 OTB DEF NA 68.00184 NA
2010 OTB MDD NA 9.85973 NA
2011 OTB DEF NA 85.85978 NA
2011 OTB MDD NA 13.83135 NA
2012 LLS DEF NA 0.31858 NA
2012 OTB DEF NA 171.51794 NA
2012 OTB MDD NA 5.49212 NA
2013 OTB DEF NA 13.04956 NA
2013 OTB MDD NA 2.31125 NA
2014 LLS DEF NA 0.94510 NA
2014 OTB DEF NA 44.86737 NA
2014 OTB MDD NA 0.98132 NA
2015 OTB DEF NA 86.20922 NA
2015 OTB MDD NA 0.03989 NA
2016 OTB DEF 106.23678 NA NA
2016 OTB MDD 0.86470 NA NA
2017 OTB DEF 28.77547 NA NA
2017 OTB MDD 2.65710 NA NA
2018 OTB DEF 53.34291 NA NA
2018 OTB MDD 2.54288 NA NA
2019 OTB DEF 99.96656 NA NA
2019 OTB MDD NA 2.16635 NA
2020 OTB DEF 18.54694 NA NA
2020 OTB MDD 0.42328 NA NA

3.4.2 GSA 19

3.4.2.1 HKE

Summary table of discard data aggregated by gear, fishery and both quarter and year for HKE in GSA 19
YEAR GEAR FISHERY TOT_Q TOT_YR RATIO
2006 OTB NA NA 34.17037 NA
2009 OTB NA NA 53.12721 NA
2010 OTB DWS NA 0.28036 NA
2010 OTB MDD NA 10.67721 NA
2011 OTB DEF NA 1.98372 NA
2011 OTB MDD NA 6.58018 NA
2012 OTB DEF NA 8.53257 NA
2012 OTB DWS NA 0.69638 NA
2012 OTB MDD NA 2.24932 NA
2013 OTB DEF NA 0.15940 NA
2013 OTB MDD NA 11.29478 NA
2014 OTB NA NA 3.85250 NA
2015 OTB NA NA 5.36492 NA
2016 OTB NA 17.82643 NA NA
2017 OTB DEF NA 4.61314 NA
2017 OTB MDD NA 0.77323 NA
2018 OTB DEF 10.04339 NA NA
2018 OTB MDD 2.28457 NA NA
2019 OTB DEF 35.28057 NA NA
2019 OTB MDD NA 4.51763 NA
2020 OTB DEF NA 0.37534 NA
2020 OTB MDD NA 0.04124 NA

3.5 Mean weight by year, gear and fishery aggregation

Discard data were checked to assess the consistency of mean species discard weight by year, gear and fishery.

3.5.1 GSA 18

3.5.1.1 HKE

Summary table of Main discard weights for HKE in GSA 18
YEAR QUARTER VESSEL_LENGTH GEAR MESH_SIZE_RANGE FISHERY totW totN MW(g)
2009 -1 NA OTB 40D50 DEF 139529360 11883389 11.741546
2009 -1 NA OTB 40D50 MDD 12073060 912303 13.233608
2010 -1 NA OTB 40D50 DEF 68001840 5975225 11.380633
2010 -1 NA OTB 40D50 MDD 9859730 638637 15.438708
2011 -1 NA OTB 50D100 DEF 85859780 6278520 13.675162
2011 -1 NA OTB 50D100 MDD 13831350 1969720 7.021988
2012 -1 NA LLS NA DEF 318580 990 321.797980
2012 -1 NA OTB 50D100 DEF 171517940 17617146 9.735853
2012 -1 NA OTB 50D100 MDD 5492120 426888 12.865482
2013 -1 NA OTB 50D100 DEF 13049560 1226176 10.642485
2013 -1 NA OTB 50D100 MDD 2311250 153103 15.096046
2014 -1 NA LLS NA DEF 945100 1330 710.601504
2014 -1 NA OTB 50D100 DEF 44867370 3889770 11.534710
2014 -1 NA OTB 50D100 MDD 981320 76105 12.894291
2015 -1 NA OTB 50D100 DEF 86209220 9535665 9.040714
2015 -1 NA OTB 50D100 MDD 39890 4247 9.392512
2016 1 NA OTB 50D100 DEF 4994070 567665 8.797565
2016 1 NA OTB 50D100 MDD 21670 3667 5.909463
2016 2 NA OTB 50D100 DEF 4108920 731827 5.614606
2016 2 NA OTB 50D100 MDD 661120 89815 7.360908
2016 3 NA OTB 50D100 DEF 35268090 3149668 11.197399
2016 3 NA OTB 50D100 MDD 70400 11931 5.900595
2016 4 NA OTB 50D100 DEF 61865700 2692714 22.975221
2016 4 NA OTB 50D100 MDD 111510 12081 9.230196
2017 1 NA OTB 50D100 DEF 982770 123008 7.989480
2017 1 NA OTB 50D100 MDD 108830 10202 10.667516
2017 2 NA OTB 50D100 DEF 11192230 2377900 4.706771
2017 2 NA OTB 50D100 MDD 1670310 256383 6.514901
2017 4 NA OTB 50D100 DEF 16600470 1413563 11.743707
2017 4 NA OTB 50D100 MDD 877960 102194 8.591111
2018 1 NA OTB 50D100 DEF 5350570 529336 10.108079
2018 1 NA OTB 50D100 MDD 115630 15158 7.628315
2018 2 NA OTB 50D100 DEF 9350620 1200941 7.786078
2018 2 NA OTB 50D100 MDD 274120 39699 6.904960
2018 3 NA OTB 50D100 DEF 30897960 1930271 16.007058
2018 3 NA OTB 50D100 MDD 58330 4560 12.791667
2018 4 NA OTB 50D100 DEF 7743760 509519 15.198177
2018 4 NA OTB 50D100 MDD 2094800 101801 20.577401
2019 -1 NA OTB 50D100 MDD 2166350 217664 9.952725
2019 1 NA OTB 50D100 DEF 814100 77107 10.558056
2019 2 NA OTB 50D100 DEF 10485280 1517466 6.909730
2019 3 NA OTB 50D100 DEF 40638500 2782954 14.602649
2019 4 NA OTB 50D100 DEF 48028680 3498300 13.729148
2020 2 NA OTB 50D100 DEF 9962760 705070 14.130171
2020 2 NA OTB 50D100 MDD 248120 10787 23.001761
2020 3 NA OTB 50D100 DEF 3328350 153196 21.726090
2020 3 NA OTB 50D100 MDD 74910 2496 30.012019
2020 4 NA OTB 50D100 DEF 5255830 448279 11.724462
2020 4 NA OTB 50D100 MDD 100250 5668 17.687015

Plot of discard mean weights for HKE - ITA - GSA 18

3.5.2 GSA 19

3.5.2.1 HKE

Summary table of Main discard weights for HKE in GSA 19
YEAR QUARTER VESSEL_LENGTH GEAR MESH_SIZE_RANGE FISHERY totW totN MW(g)
2006 -1 NA OTB 40D50 NA 34170370 2859379 11.950277
2009 -1 NA OTB 40D50 NA 53127210 3865596 13.743601
2010 -1 NA OTB 40D50 DWS 280360 33332 8.411136
2010 -1 NA OTB 40D50 MDD 10677210 1326654 8.048225
2011 -1 NA OTB 50D100 DEF 1983720 122652 16.173564
2011 -1 NA OTB 50D100 MDD 6580180 601782 10.934491
2012 -1 NA OTB 50D100 DEF 8532570 952120 8.961654
2012 -1 NA OTB 50D100 DWS 696380 79240 8.788238
2012 -1 NA OTB 50D100 MDD 2249320 346189 6.497376
2013 -1 NA OTB 50D100 DEF 159400 15420 10.337224
2013 -1 NA OTB 50D100 MDD 11294780 1056806 10.687657
2014 -1 NA OTB 50D100 NA 3852500 390331 9.869828
2015 -1 NA OTB 50D100 NA 5364920 652859 8.217578
2016 1 NA OTB 50D100 NA 3320790 221613 14.984635
2016 2 NA OTB 50D100 NA 11083750 1977023 5.606283
2016 3 NA OTB 50D100 NA 2740480 296767 9.234450
2016 4 NA OTB 50D100 NA 681410 47891 14.228352
2017 -1 NA OTB 50D100 DEF 4613140 506719 9.103941
2017 -1 NA OTB 50D100 MDD 773230 117106 6.602821
2018 1 NA OTB 50D100 DEF 2817520 384896 7.320211
2018 1 NA OTB 50D100 MDD 18330 5180 3.538610
2018 2 NA OTB 50D100 DEF 5821510 668828 8.704047
2018 2 NA OTB 50D100 MDD 2266240 305560 7.416678
2018 3 NA OTB 50D100 DEF 760000 67035 11.337361
2018 4 NA OTB 50D100 DEF 644360 43449 14.830261
2019 -1 NA OTB 50D100 MDD 4517630 614795 7.348189
2019 1 NA OTB 50D100 DEF 5911380 657490 8.990829
2019 2 NA OTB 50D100 DEF 2895840 359823 8.047957
2019 3 NA OTB 50D100 DEF 21176700 2187018 9.682911
2019 4 NA OTB 50D100 DEF 5296650 432274 12.252992
2020 -1 NA OTB 50D100 DEF 375340 37304 10.061656
2020 -1 NA OTB 50D100 MDD 41240 4671 8.828945

Plot of discard mean weights for HKE - ITA - GSA 19

3.6 Kolmogorov-Smirnov test

The Kolmogorov-Smirnov test provides cumulative length distribution plots by fishery and year. The test is performed on couples of years to assess if their distributions belong to the same population. The summary table reports only the cases in which the distribution does not belong to the same population in the given comparison.

3.6.1 GSA 18

3.6.1.1 HKE

Plot of cumulative length distributions by fishery and year for HKE - ITA - GSA 18 TableGrob (2 x 2) “arrange”: 3 grobs z cells name grob OTB_DEF 1 (1-1,1-1) arrange gtable[layout] OTB_MDD 2 (1-1,2-2) arrange gtable[layout] LLS_DEF 3 (2-2,1-1) arrange gtable[layout]

Summary table of Kolmogorov-Smirnov test for HKE in GSA 18
Group NTot_yr1 NTot_yr2 Dmax Dcalc H0_p0.05 Comment ID
2009 vs 2010 11883.389 5975.225 0.065 0.0274361 rejected not belong to same population OTB_DEF
2009 vs 2011 11883.389 6278.520 0.156 0.0269916 rejected not belong to same population OTB_DEF
2009 vs 2012 11883.389 17617.146 0.110 0.0205363 rejected not belong to same population OTB_DEF
2009 vs 2013 11883.389 1226.176 0.160 0.0518912 rejected not belong to same population OTB_DEF
2009 vs 2014 11883.389 3889.770 0.112 0.0319575 rejected not belong to same population OTB_DEF
2009 vs 2015 11883.389 9535.665 0.221 0.0237849 rejected not belong to same population OTB_DEF
2009 vs 2016 11883.389 7141.874 0.154 0.0259021 rejected not belong to same population OTB_DEF
2009 vs 2017 11883.389 3914.471 0.370 0.0318815 rejected not belong to same population OTB_DEF
2009 vs 2018 11883.389 4170.067 0.140 0.0311379 rejected not belong to same population OTB_DEF
2009 vs 2019 11883.389 7875.827 0.073 0.0251370 rejected not belong to same population OTB_DEF
2009 vs 2020 11883.389 1306.545 0.179 0.0504237 rejected not belong to same population OTB_DEF
2010 vs 2011 5975.225 6278.520 0.179 0.0312662 rejected not belong to same population OTB_DEF
2010 vs 2012 5975.225 17617.146 0.126 0.0258992 rejected not belong to same population OTB_DEF
2010 vs 2013 5975.225 1226.176 0.120 0.0542377 rejected not belong to same population OTB_DEF
2010 vs 2014 5975.225 3889.770 0.078 0.0356415 rejected not belong to same population OTB_DEF
2010 vs 2015 5975.225 9535.665 0.196 0.0285438 rejected not belong to same population OTB_DEF
2010 vs 2016 5975.225 7141.874 0.199 0.0303307 rejected not belong to same population OTB_DEF
2010 vs 2017 5975.225 3914.471 0.401 0.0355733 rejected not belong to same population OTB_DEF
2010 vs 2018 5975.225 4170.067 0.205 0.0349084 rejected not belong to same population OTB_DEF
2010 vs 2019 5975.225 7875.827 0.139 0.0296799 rejected not belong to same population OTB_DEF
2010 vs 2020 5975.225 1306.545 0.232 0.0528354 rejected not belong to same population OTB_DEF
2011 vs 2012 6278.520 17617.146 0.248 0.0254278 rejected not belong to same population OTB_DEF
2011 vs 2013 6278.520 1226.176 0.274 0.0540142 rejected not belong to same population OTB_DEF
2011 vs 2014 6278.520 3889.770 0.215 0.0353004 rejected not belong to same population OTB_DEF
2011 vs 2015 6278.520 9535.665 0.325 0.0281168 rejected not belong to same population OTB_DEF
2011 vs 2016 6278.520 7141.874 0.073 0.0299291 rejected not belong to same population OTB_DEF
2011 vs 2017 6278.520 3914.471 0.473 0.0352315 rejected not belong to same population OTB_DEF
2011 vs 2018 6278.520 4170.067 0.085 0.0345601 rejected not belong to same population OTB_DEF
2011 vs 2019 6278.520 7875.827 0.099 0.0292694 rejected not belong to same population OTB_DEF
2011 vs 2020 6278.520 1306.545 0.092 0.0526060 rejected not belong to same population OTB_DEF
2012 vs 2013 17617.146 1226.176 0.126 0.0510953 rejected not belong to same population OTB_DEF
2012 vs 2014 17617.146 3889.770 0.191 0.0306482 rejected not belong to same population OTB_DEF
2012 vs 2015 17617.146 9535.665 0.120 0.0219943 rejected not belong to same population OTB_DEF
2012 vs 2016 17617.146 7141.874 0.256 0.0242683 rejected not belong to same population OTB_DEF
2012 vs 2017 17617.146 3914.471 0.275 0.0305689 rejected not belong to same population OTB_DEF
2012 vs 2018 17617.146 4170.067 0.242 0.0297925 rejected not belong to same population OTB_DEF
2012 vs 2019 17617.146 7875.827 0.175 0.0234499 rejected not belong to same population OTB_DEF
2012 vs 2020 17617.146 1306.545 0.280 0.0496043 rejected not belong to same population OTB_DEF
2013 vs 2014 1226.176 3889.770 0.195 0.0566592 rejected not belong to same population OTB_DEF
2013 vs 2015 1226.176 9535.665 0.141 0.0524853 rejected not belong to same population OTB_DEF
2013 vs 2016 1226.176 7141.874 0.294 0.0534781 rejected not belong to same population OTB_DEF
2013 vs 2017 1226.176 3914.471 0.353 0.0566164 rejected not belong to same population OTB_DEF
2013 vs 2018 1226.176 4170.067 0.300 0.0562010 rejected not belong to same population OTB_DEF
2013 vs 2019 1226.176 7875.827 0.233 0.0531117 rejected not belong to same population OTB_DEF
2013 vs 2020 1226.176 1306.545 0.328 0.0687862 rejected not belong to same population OTB_DEF
2014 vs 2015 3889.770 9535.665 0.266 0.0329134 rejected not belong to same population OTB_DEF
2014 vs 2016 3889.770 7141.874 0.213 0.0344745 rejected not belong to same population OTB_DEF
2014 vs 2017 3889.770 3914.471 0.466 0.0391663 rejected not belong to same population OTB_DEF
2014 vs 2018 3889.770 4170.067 0.139 0.0385634 rejected not belong to same population OTB_DEF
2014 vs 2019 3889.770 7875.827 0.115 0.0339034 rejected not belong to same population OTB_DEF
2014 vs 2020 3889.770 1306.545 0.154 0.0553184 rejected not belong to same population OTB_DEF
2015 vs 2016 9535.665 7141.874 0.320 0.0270726 rejected not belong to same population OTB_DEF
2015 vs 2017 9535.665 3914.471 0.212 0.0328396 rejected not belong to same population OTB_DEF
2015 vs 2018 9535.665 4170.067 0.326 0.0321181 rejected not belong to same population OTB_DEF
2015 vs 2019 9535.665 7875.827 0.288 0.0263415 rejected not belong to same population OTB_DEF
2015 vs 2020 9535.665 1306.545 0.400 0.0510349 rejected not belong to same population OTB_DEF
2016 vs 2017 7141.874 3914.471 0.468 0.0344040 rejected not belong to same population OTB_DEF
2016 vs 2018 7141.874 4170.067 0.116 0.0337161 rejected not belong to same population OTB_DEF
2016 vs 2019 7141.874 7875.827 0.110 0.0282679 rejected not belong to same population OTB_DEF
2016 vs 2020 7141.874 1306.545 0.129 0.0520554 rejected not belong to same population OTB_DEF
2017 vs 2018 3914.471 4170.067 0.472 0.0385004 rejected not belong to same population OTB_DEF
2017 vs 2019 3914.471 7875.827 0.441 0.0338317 rejected not belong to same population OTB_DEF
2017 vs 2020 3914.471 1306.545 0.548 0.0552745 rejected not belong to same population OTB_DEF
2018 vs 2019 4170.067 7875.827 0.067 0.0331319 rejected not belong to same population OTB_DEF
2018 vs 2020 4170.067 1306.545 0.097 0.0548490 rejected not belong to same population OTB_DEF
2019 vs 2020 7875.827 1306.545 0.112 0.0516789 rejected not belong to same population OTB_DEF
2009 vs 2010 912.303 638.637 0.206 0.0892580 rejected not belong to same population OTB_MDD
2009 vs 2011 912.303 1969.720 0.386 0.0692824 rejected not belong to same population OTB_MDD
2009 vs 2012 912.303 426.888 0.122 0.1014474 rejected not belong to same population OTB_MDD
2009 vs 2013 912.303 153.103 0.175 0.1510923 rejected not belong to same population OTB_MDD
2009 vs 2014 912.303 76.105 0.242 0.2064135 rejected not belong to same population OTB_MDD
2009 vs 2016 912.303 117.494 0.365 0.1695682 rejected not belong to same population OTB_MDD
2009 vs 2017 912.303 368.779 0.426 0.1067535 rejected not belong to same population OTB_MDD
2009 vs 2018 912.303 161.218 0.211 0.1478002 rejected not belong to same population OTB_MDD
2009 vs 2019 912.303 217.664 0.195 0.1305017 rejected not belong to same population OTB_MDD
2009 vs 2020 912.303 18.951 0.487 0.4015083 rejected not belong to same population OTB_MDD
2010 vs 2011 638.637 1969.720 0.575 0.0787772 rejected not belong to same population OTB_MDD
2010 vs 2012 638.637 426.888 0.204 0.1081543 rejected not belong to same population OTB_MDD
2010 vs 2014 638.637 76.105 0.224 0.2097911 rejected not belong to same population OTB_MDD
2010 vs 2016 638.637 117.494 0.570 0.1736640 rejected not belong to same population OTB_MDD
2010 vs 2017 638.637 368.779 0.632 0.1131463 rejected not belong to same population OTB_MDD
2010 vs 2018 638.637 161.218 0.166 0.1524818 rejected not belong to same population OTB_MDD
2010 vs 2019 638.637 217.664 0.400 0.1357810 rejected not belong to same population OTB_MDD
2011 vs 2012 1969.720 426.888 0.508 0.0923603 rejected not belong to same population OTB_MDD
2011 vs 2013 1969.720 153.103 0.560 0.1451473 rejected not belong to same population OTB_MDD
2011 vs 2014 1969.720 76.105 0.628 0.2021024 rejected not belong to same population OTB_MDD
2011 vs 2018 1969.720 161.218 0.477 0.1417172 rejected not belong to same population OTB_MDD
2011 vs 2019 1969.720 217.664 0.262 0.1235700 rejected not belong to same population OTB_MDD
2011 vs 2020 1969.720 18.951 0.743 0.3993091 rejected not belong to same population OTB_MDD
2012 vs 2016 426.888 117.494 0.477 0.1802325 rejected not belong to same population OTB_MDD
2012 vs 2017 426.888 368.779 0.545 0.1229905 rejected not belong to same population OTB_MDD
2012 vs 2018 426.888 161.218 0.324 0.1599227 rejected not belong to same population OTB_MDD
2012 vs 2019 426.888 217.664 0.254 0.1440870 rejected not belong to same population OTB_MDD
2012 vs 2020 426.888 18.951 0.600 0.4061272 rejected not belong to same population OTB_MDD
2013 vs 2016 153.103 117.494 0.529 0.2121817 rejected not belong to same population OTB_MDD
2013 vs 2017 153.103 368.779 0.598 0.1663249 rejected not belong to same population OTB_MDD
2013 vs 2018 153.103 161.218 0.233 0.1952244 rejected not belong to same population OTB_MDD
2013 vs 2019 153.103 217.664 0.299 0.1824784 rejected not belong to same population OTB_MDD
2013 vs 2020 153.103 18.951 0.509 0.4212797 rejected not belong to same population OTB_MDD
2014 vs 2016 76.105 117.494 0.597 0.2545559 rejected not belong to same population OTB_MDD
2014 vs 2017 76.105 368.779 0.666 0.2178110 rejected not belong to same population OTB_MDD
2014 vs 2018 76.105 161.218 0.344 0.2406039 rejected not belong to same population OTB_MDD
2014 vs 2019 76.105 217.664 0.366 0.2303823 rejected not belong to same population OTB_MDD
2014 vs 2020 76.105 18.951 0.620 0.4441332 rejected not belong to same population OTB_MDD
2016 vs 2018 117.494 161.218 0.476 0.2098502 rejected not belong to same population OTB_MDD
2016 vs 2019 117.494 217.664 0.231 0.1980477 rejected not belong to same population OTB_MDD
2016 vs 2020 117.494 18.951 0.745 0.4282536 rejected not belong to same population OTB_MDD
2017 vs 2018 368.779 161.218 0.538 0.1633402 rejected not belong to same population OTB_MDD
2017 vs 2019 368.779 217.664 0.299 0.1478709 rejected not belong to same population OTB_MDD
2017 vs 2020 368.779 18.951 0.780 0.4074850 rejected not belong to same population OTB_MDD
2018 vs 2019 161.218 217.664 0.351 0.1797621 rejected not belong to same population OTB_MDD
2019 vs 2020 217.664 18.951 0.631 0.4143410 rejected not belong to same population OTB_MDD

3.6.2 GSA 19

3.6.2.1 HKE

Plot of cumulative length distributions by fishery and year for HKE - ITA - GSA 19 TableGrob (2 x 2) “arrange”: 4 grobs z cells name grob OTB_NA 1 (1-1,1-1) arrange gtable[layout] OTB_DWS 2 (1-1,2-2) arrange gtable[layout] OTB_MDD 3 (2-2,1-1) arrange gtable[layout] OTB_DEF 4 (2-2,2-2) arrange gtable[layout]

Summary table of Kolmogorov-Smirnov test for HKE in GSA 19
Group NTot_yr1 NTot_yr2 Dmax Dcalc H0_p0.05 Comment ID
2006 vs 2009 2859.379 3865.596 0.256 0.0426724 rejected not belong to same population OTB_NA
2006 vs 2014 2859.379 390.331 0.219 0.0933504 rejected not belong to same population OTB_NA
2006 vs 2015 2859.379 652.859 0.283 0.0750399 rejected not belong to same population OTB_NA
2006 vs 2016 2859.379 2543.294 0.476 0.0471538 rejected not belong to same population OTB_NA
2009 vs 2014 3865.596 390.331 0.412 0.0918795 rejected not belong to same population OTB_NA
2009 vs 2015 3865.596 652.859 0.477 0.0732020 rejected not belong to same population OTB_NA
2009 vs 2016 3865.596 2543.294 0.665 0.0441704 rejected not belong to same population OTB_NA
2014 vs 2015 390.331 652.859 0.181 0.1106883 rejected not belong to same population OTB_NA
2014 vs 2016 390.331 2543.294 0.458 0.0940445 rejected not belong to same population OTB_NA
2015 vs 2016 652.859 2543.294 0.277 0.0759018 rejected not belong to same population OTB_NA
2010 vs 2011 1326.654 601.782 0.221 0.0850257 rejected not belong to same population OTB_MDD
2010 vs 2012 1326.654 346.189 0.170 0.1044091 rejected not belong to same population OTB_MDD
2010 vs 2013 1326.654 1056.806 0.302 0.0713302 rejected not belong to same population OTB_MDD
2010 vs 2017 1326.654 117.106 0.221 0.1667728 rejected not belong to same population OTB_MDD
2010 vs 2018 1326.654 310.740 0.117 0.1090298 rejected not belong to same population OTB_MDD
2010 vs 2019 1326.654 614.795 0.123 0.0844044 rejected not belong to same population OTB_MDD
2011 vs 2012 601.782 346.189 0.375 0.1166991 rejected not belong to same population OTB_MDD
2011 vs 2013 601.782 1056.806 0.113 0.0883483 rejected not belong to same population OTB_MDD
2011 vs 2017 601.782 117.106 0.359 0.1747300 rejected not belong to same population OTB_MDD
2011 vs 2018 601.782 310.740 0.225 0.1208508 rejected not belong to same population OTB_MDD
2011 vs 2019 601.782 614.795 0.233 0.0992044 rejected not belong to same population OTB_MDD
2012 vs 2013 346.189 1056.806 0.456 0.1071322 rejected not belong to same population OTB_MDD
2012 vs 2017 346.189 117.106 0.194 0.1849391 rejected not belong to same population OTB_MDD
2012 vs 2018 346.189 310.740 0.219 0.1351917 rejected not belong to same population OTB_MDD
2012 vs 2019 346.189 614.795 0.249 0.1162472 rejected not belong to same population OTB_MDD
2013 vs 2017 1056.806 117.106 0.472 0.1684910 rejected not belong to same population OTB_MDD
2013 vs 2018 1056.806 310.740 0.318 0.1116403 rejected not belong to same population OTB_MDD
2013 vs 2019 1056.806 614.795 0.346 0.0877505 rejected not belong to same population OTB_MDD
2011 vs 2012 122.652 952.120 0.668 0.1659668 rejected not belong to same population OTB_DEF
2011 vs 2013 122.652 15.420 0.569 0.4674330 rejected not belong to same population OTB_DEF
2011 vs 2017 122.652 506.719 0.597 0.1740919 rejected not belong to same population OTB_DEF
2011 vs 2018 122.652 1164.208 0.667 0.1642325 rejected not belong to same population OTB_DEF
2011 vs 2019 122.652 3636.605 0.621 0.1588224 rejected not belong to same population OTB_DEF
2011 vs 2020 122.652 37.304 0.553 0.3234680 rejected not belong to same population OTB_DEF
2012 vs 2017 952.120 506.719 0.167 0.0951306 rejected not belong to same population OTB_DEF
2012 vs 2018 952.120 1164.208 0.104 0.0755921 rejected not belong to same population OTB_DEF
2017 vs 2018 506.719 1164.208 0.102 0.0920717 rejected not belong to same population OTB_DEF
2017 vs 2019 506.719 3636.605 0.137 0.0820331 rejected not belong to same population OTB_DEF
2018 vs 2019 1164.208 3636.605 0.084 0.0582559 rejected not belong to same population OTB_DEF

3.7 Checks the presence of length classes numbers with zeros in discards

The presence of length classes numbers zero with having weigth > 0 in discards are reported in the following table:

3.7.1 GSA 18

3.7.1.1 HKE

  • No discard records with 0 length class values having weigth > 0 for : HKE - ITA - GSA 18

3.7.2 GSA 19

3.7.2.1 HKE

  • No discard records with 0 length class values having weigth > 0 for : HKE - ITA - GSA 19

3.8 Main length size indicators

The time series of the main length size indicators (mean and median length) by fishery was estimated and hereafter reported:

3.8.1 GSA 18

3.8.1.1 HKE

Summary table of Main length size indicators for HKE in GSA 18
year gear fishery total_number min_size mean_size max_size sd_size spline percentile percentile_value
2009 OTB DEF 11883.389 5 11.278934 20 2.376084 0.2 0.25 8.6277933
2009 OTB DEF 11883.389 5 11.278934 20 2.376084 0.2 0.50 10.7509696
2009 OTB DEF 11883.389 5 11.278934 20 2.376084 0.2 0.75 13.0478885
2009 OTB DEF 11883.389 5 11.278934 20 2.376084 0.4 0.25 2.8611548
2009 OTB DEF 11883.389 5 11.278934 20 2.376084 0.4 0.50 9.7986720
2009 OTB DEF 11883.389 5 11.278934 20 2.376084 0.4 0.75 14.0396285
2009 OTB DEF 11883.389 5 11.278934 20 2.376084 0.6 0.25 6.1801410
2009 OTB DEF 11883.389 5 11.278934 20 2.376084 0.6 0.50 10.3992814
2009 OTB DEF 11883.389 5 11.278934 20 2.376084 0.6 0.75 15.7347889
2009 OTB DEF 11883.389 5 11.278934 20 2.376084 0.8 0.25 5.7574375
2009 OTB DEF 11883.389 5 11.278934 20 2.376084 0.8 0.50 11.0619730
2009 OTB DEF 11883.389 5 11.278934 20 2.376084 0.8 0.75 17.9366957
2009 OTB MDD 912.303 7 11.785776 23 2.308563 0.2 0.25 9.1862791
2009 OTB MDD 912.303 7 11.785776 23 2.308563 0.2 0.50 11.1836291
2009 OTB MDD 912.303 7 11.785776 23 2.308563 0.2 0.75 13.5247960
2009 OTB MDD 912.303 7 11.785776 23 2.308563 0.4 0.25 1.6099737
2009 OTB MDD 912.303 7 11.785776 23 2.308563 0.4 0.50 10.2726378
2009 OTB MDD 912.303 7 11.785776 23 2.308563 0.4 0.75 14.5142587
2009 OTB MDD 912.303 7 11.785776 23 2.308563 0.6 0.25 2.8881545
2009 OTB MDD 912.303 7 11.785776 23 2.308563 0.6 0.50 10.7802137
2009 OTB MDD 912.303 7 11.785776 23 2.308563 0.6 0.75 16.1673750
2009 OTB MDD 912.303 7 11.785776 23 2.308563 0.8 0.25 6.1960315
2009 OTB MDD 912.303 7 11.785776 23 2.308563 0.8 0.50 11.5020177
2009 OTB MDD 912.303 7 11.785776 23 2.308563 0.8 0.75 18.3700300
2010 OTB DEF 5975.225 4 11.231251 19 2.405280 0.2 0.25 8.5341712
2010 OTB DEF 5975.225 4 11.231251 19 2.405280 0.2 0.50 10.6746242
2010 OTB DEF 5975.225 4 11.231251 19 2.405280 0.2 0.75 12.9457970
2010 OTB DEF 5975.225 4 11.231251 19 2.405280 0.4 0.25 3.1744361
2010 OTB DEF 5975.225 4 11.231251 19 2.405280 0.4 0.50 9.7510831
2010 OTB DEF 5975.225 4 11.231251 19 2.405280 0.4 0.75 13.9898399
2010 OTB DEF 5975.225 4 11.231251 19 2.405280 0.6 0.25 6.1446929
2010 OTB DEF 5975.225 4 11.231251 19 2.405280 0.6 0.50 10.3613769
2010 OTB DEF 5975.225 4 11.231251 19 2.405280 0.6 0.75 15.6942507
2010 OTB DEF 5975.225 4 11.231251 19 2.405280 0.8 0.25 5.7124323
2010 OTB DEF 5975.225 4 11.231251 19 2.405280 0.8 0.50 11.0176496
2010 OTB DEF 5975.225 4 11.231251 19 2.405280 0.8 0.75 17.8968149
2010 OTB MDD 638.637 7 12.658083 20 2.096353 0.2 0.25 10.1455466
2010 OTB MDD 638.637 7 12.658083 20 2.096353 0.2 0.50 12.1762945
2010 OTB MDD 638.637 7 12.658083 20 2.096353 0.2 0.75 14.2575438
2010 OTB MDD 638.637 7 12.658083 20 2.096353 0.4 0.25 2.3836930
2010 OTB MDD 638.637 7 12.658083 20 2.096353 0.4 0.50 11.1620437
2010 OTB MDD 638.637 7 12.658083 20 2.096353 0.4 0.75 15.3135189
2010 OTB MDD 638.637 7 12.658083 20 2.096353 0.6 0.25 4.5436171
2010 OTB MDD 638.637 7 12.658083 20 2.096353 0.6 0.50 11.4398234
2010 OTB MDD 638.637 7 12.658083 20 2.096353 0.6 0.75 16.9291804
2010 OTB MDD 638.637 7 12.658083 20 2.096353 0.8 0.25 6.9056960
2010 OTB MDD 638.637 7 12.658083 20 2.096353 0.8 0.50 12.2230267
2010 OTB MDD 638.637 7 12.658083 20 2.096353 0.8 0.75 19.0921760
2011 OTB DEF 6278.520 6 12.161952 20 2.289134 0.2 0.25 9.5917364
2011 OTB DEF 6278.520 6 12.161952 20 2.289134 0.2 0.50 11.6432178
2011 OTB DEF 6278.520 6 12.161952 20 2.289134 0.2 0.75 13.9173621
2011 OTB DEF 6278.520 6 12.161952 20 2.289134 0.4 0.25 0.8496954
2011 OTB DEF 6278.520 6 12.161952 20 2.289134 0.4 0.50 10.6546260
2011 OTB DEF 6278.520 6 12.161952 20 2.289134 0.4 0.75 14.8810033
2011 OTB DEF 6278.520 6 12.161952 20 2.289134 0.6 0.25 2.5576581
2011 OTB DEF 6278.520 6 12.161952 20 2.289134 0.6 0.50 11.0606269
2011 OTB DEF 6278.520 6 12.161952 20 2.289134 0.6 0.75 16.5070806
2011 OTB DEF 6278.520 6 12.161952 20 2.289134 0.8 0.25 6.5009028
2011 OTB DEF 6278.520 6 12.161952 20 2.289134 0.8 0.50 11.8118909
2011 OTB DEF 6278.520 6 12.161952 20 2.289134 0.8 0.75 18.6888591
2011 OTB MDD 1969.720 6 9.742880 20 1.777687 0.2 0.25 6.9498578
2011 OTB MDD 1969.720 6 9.742880 20 1.777687 0.2 0.50 9.2063772
2011 OTB MDD 1969.720 6 9.742880 20 1.777687 0.2 0.75 11.0515174
2011 OTB MDD 1969.720 6 9.742880 20 1.777687 0.4 0.25 2.2466815
2011 OTB MDD 1969.720 6 9.742880 20 1.777687 0.4 0.50 8.4640034
2011 OTB MDD 1969.720 6 9.742880 20 1.777687 0.4 0.75 12.3927433
2011 OTB MDD 1969.720 6 9.742880 20 1.777687 0.6 0.25 5.1928300
2011 OTB MDD 1969.720 6 9.742880 20 1.777687 0.6 0.50 9.2458627
2011 OTB MDD 1969.720 6 9.742880 20 1.777687 0.6 0.75 14.3699761
2011 OTB MDD 1969.720 6 9.742880 20 1.777687 0.8 0.25 4.4059498
2011 OTB MDD 1969.720 6 9.742880 20 1.777687 0.8 0.50 9.7061117
2011 OTB MDD 1969.720 6 9.742880 20 1.777687 0.8 0.75 16.5589830
2012 LLS DEF 0.990 23 33.781818 45 NaN 0.2 0.25 29.5264528
2012 LLS DEF 0.990 23 33.781818 45 NaN 0.2 0.50 32.9955620
2012 LLS DEF 0.990 23 33.781818 45 NaN 0.2 0.75 36.7179963
2012 LLS DEF 0.990 23 33.781818 45 NaN 0.4 0.25 28.5452277
2012 LLS DEF 0.990 23 33.781818 45 NaN 0.4 0.50 33.2800015
2012 LLS DEF 0.990 23 33.781818 45 NaN 0.4 0.75 37.5365831
2012 LLS DEF 0.990 23 33.781818 45 NaN 0.6 0.25 27.2128027
2012 LLS DEF 0.990 23 33.781818 45 NaN 0.6 0.50 33.3756774
2012 LLS DEF 0.990 23 33.781818 45 NaN 0.6 0.75 39.0716209
2012 LLS DEF 0.990 23 33.781818 45 NaN 0.8 0.25 22.9384685
2012 LLS DEF 0.990 23 33.781818 45 NaN 0.8 0.50 32.1802276
2012 LLS DEF 0.990 23 33.781818 45 NaN 0.8 0.75 40.9131050
2012 OTB DEF 17617.146 5 10.554432 20 2.285689 0.2 0.25 7.7838413
2012 OTB DEF 17617.146 5 10.554432 20 2.285689 0.2 0.50 10.1249295
2012 OTB DEF 17617.146 5 10.554432 20 2.285689 0.2 0.75 12.1534803
2012 OTB DEF 17617.146 5 10.554432 20 2.285689 0.4 0.25 0.9383847
2012 OTB DEF 17617.146 5 10.554432 20 2.285689 0.4 0.50 9.1491711
2012 OTB DEF 17617.146 5 10.554432 20 2.285689 0.4 0.75 13.3057565
2012 OTB DEF 17617.146 5 10.554432 20 2.285689 0.6 0.25 5.7023400
2012 OTB DEF 17617.146 5 10.554432 20 2.285689 0.6 0.50 9.8499744
2012 OTB DEF 17617.146 5 10.554432 20 2.285689 0.6 0.75 15.0978101
2012 OTB DEF 17617.146 5 10.554432 20 2.285689 0.8 0.25 5.1170421
2012 OTB DEF 17617.146 5 10.554432 20 2.285689 0.8 0.50 10.4293579
2012 OTB DEF 17617.146 5 10.554432 20 2.285689 0.8 0.75 17.3047285
2012 OTB MDD 426.888 8 11.859092 21 1.696940 0.2 0.25 9.4909082
2012 OTB MDD 426.888 8 11.859092 21 1.696940 0.2 0.50 11.2594885
2012 OTB MDD 426.888 8 11.859092 21 1.696940 0.2 0.75 13.3894287
2012 OTB MDD 426.888 8 11.859092 21 1.696940 0.4 0.25 6.6547223
2012 OTB MDD 426.888 8 11.859092 21 1.696940 0.4 0.50 10.3337226
2012 OTB MDD 426.888 8 11.859092 21 1.696940 0.4 0.75 14.4824252
2012 OTB MDD 426.888 8 11.859092 21 1.696940 0.6 0.25 1.6149583
2012 OTB MDD 426.888 8 11.859092 21 1.696940 0.6 0.50 10.8507236
2012 OTB MDD 426.888 8 11.859092 21 1.696940 0.6 0.75 16.1785649
2012 OTB MDD 426.888 8 11.859092 21 1.696940 0.8 0.25 6.3359265
2012 OTB MDD 426.888 8 11.859092 21 1.696940 0.8 0.50 11.5974498
2012 OTB MDD 426.888 8 11.859092 21 1.696940 0.8 0.75 18.4052487
2013 OTB DEF 1226.176 7 10.905045 20 2.125813 0.2 0.25 8.1560586
2013 OTB DEF 1226.176 7 10.905045 20 2.125813 0.2 0.50 10.3206597
2013 OTB DEF 1226.176 7 10.905045 20 2.125813 0.2 0.75 12.3485064
2013 OTB DEF 1226.176 7 10.905045 20 2.125813 0.4 0.25 5.9115928
2013 OTB DEF 1226.176 7 10.905045 20 2.125813 0.4 0.50 9.4439738
2013 OTB DEF 1226.176 7 10.905045 20 2.125813 0.4 0.75 13.6050312
2013 OTB DEF 1226.176 7 10.905045 20 2.125813 0.6 0.25 5.7391156
2013 OTB DEF 1226.176 7 10.905045 20 2.125813 0.6 0.50 10.1230335
2013 OTB DEF 1226.176 7 10.905045 20 2.125813 0.6 0.75 15.3816544
2013 OTB DEF 1226.176 7 10.905045 20 2.125813 0.8 0.25 5.4729594
2013 OTB DEF 1226.176 7 10.905045 20 2.125813 0.8 0.50 10.7572789
2013 OTB DEF 1226.176 7 10.905045 20 2.125813 0.8 0.75 17.6038294
2013 OTB MDD 153.103 8 12.359020 20 2.088993 0.2 0.25 9.8144344
2013 OTB MDD 153.103 8 12.359020 20 2.088993 0.2 0.50 11.7167187
2013 OTB MDD 153.103 8 12.359020 20 2.088993 0.2 0.75 13.9056221
2013 OTB MDD 153.103 8 12.359020 20 2.088993 0.4 0.25 6.7921096
2013 OTB MDD 153.103 8 12.359020 20 2.088993 0.4 0.50 10.8291624
2013 OTB MDD 153.103 8 12.359020 20 2.088993 0.4 0.75 15.0020533
2013 OTB MDD 153.103 8 12.359020 20 2.088993 0.6 0.25 0.2590090
2013 OTB MDD 153.103 8 12.359020 20 2.088993 0.6 0.50 11.2126318
2013 OTB MDD 153.103 8 12.359020 20 2.088993 0.6 0.75 16.6533717
2013 OTB MDD 153.103 8 12.359020 20 2.088993 0.8 0.25 6.6846875
2013 OTB MDD 153.103 8 12.359020 20 2.088993 0.8 0.50 11.9807074
2013 OTB MDD 153.103 8 12.359020 20 2.088993 0.8 0.75 18.8386479
2014 LLS DEF 1.330 28 42.190977 70 19.970698 0.2 0.25 35.0565290
2014 LLS DEF 1.330 28 42.190977 70 19.970698 0.2 0.50 39.5609019
2014 LLS DEF 1.330 28 42.190977 70 19.970698 0.2 0.75 44.8307268
2014 LLS DEF 1.330 28 42.190977 70 19.970698 0.4 0.25 34.6470626
2014 LLS DEF 1.330 28 42.190977 70 19.970698 0.4 0.50 39.9055442
2014 LLS DEF 1.330 28 42.190977 70 19.970698 0.4 0.75 45.7027812
2014 LLS DEF 1.330 28 42.190977 70 19.970698 0.6 0.25 33.8859295
2014 LLS DEF 1.330 28 42.190977 70 19.970698 0.6 0.50 40.5649699
2014 LLS DEF 1.330 28 42.190977 70 19.970698 0.6 0.75 47.1938929
2014 LLS DEF 1.330 28 42.190977 70 19.970698 0.8 0.25 31.2195147
2014 LLS DEF 1.330 28 42.190977 70 19.970698 0.8 0.50 40.9363658
2014 LLS DEF 1.330 28 42.190977 70 19.970698 0.8 0.75 48.6765573
2014 OTB DEF 3889.770 6 11.447224 19 1.741385 0.2 0.25 9.0862480
2014 OTB DEF 3889.770 6 11.447224 19 1.741385 0.2 0.50 10.8771738
2014 OTB DEF 3889.770 6 11.447224 19 1.741385 0.2 0.75 12.9901867
2014 OTB DEF 3889.770 6 11.447224 19 1.741385 0.4 0.25 3.1094282
2014 OTB DEF 3889.770 6 11.447224 19 1.741385 0.4 0.50 9.9409674
2014 OTB DEF 3889.770 6 11.447224 19 1.741385 0.4 0.75 14.0970437
2014 OTB DEF 3889.770 6 11.447224 19 1.741385 0.6 0.25 2.5188672
2014 OTB DEF 3889.770 6 11.447224 19 1.741385 0.6 0.50 10.5472157
2014 OTB DEF 3889.770 6 11.447224 19 1.741385 0.6 0.75 15.8235322
2014 OTB DEF 3889.770 6 11.447224 19 1.741385 0.8 0.25 5.9891782
2014 OTB DEF 3889.770 6 11.447224 19 1.741385 0.8 0.50 11.2502339
2014 OTB DEF 3889.770 6 11.447224 19 1.741385 0.8 0.75 18.0538152
2014 OTB MDD 76.105 8 12.050246 16 1.296998 0.2 0.25 9.7922960
2014 OTB MDD 76.105 8 12.050246 16 1.296998 0.2 0.50 11.4886381
2014 OTB MDD 76.105 8 12.050246 16 1.296998 0.2 0.75 13.5145125
2014 OTB MDD 76.105 8 12.050246 16 1.296998 0.4 0.25 5.7754698
2014 OTB MDD 76.105 8 12.050246 16 1.296998 0.4 0.50 10.5218732
2014 OTB MDD 76.105 8 12.050246 16 1.296998 0.4 0.75 14.6216482
2014 OTB MDD 76.105 8 12.050246 16 1.296998 0.6 0.25 0.5067051
2014 OTB MDD 76.105 8 12.050246 16 1.296998 0.6 0.50 10.9975287
2014 OTB MDD 76.105 8 12.050246 16 1.296998 0.6 0.75 16.3254405
2014 OTB MDD 76.105 8 12.050246 16 1.296998 0.8 0.25 6.5248633
2014 OTB MDD 76.105 8 12.050246 16 1.296998 0.8 0.50 11.7687451
2014 OTB MDD 76.105 8 12.050246 16 1.296998 0.8 0.75 18.5536824
2015 OTB DEF 9535.665 5 10.344279 19 2.310706 0.2 0.25 7.4306616
2015 OTB DEF 9535.665 5 10.344279 19 2.310706 0.2 0.50 9.8260237
2015 OTB DEF 9535.665 5 10.344279 19 2.310706 0.2 0.75 11.8323166
2015 OTB DEF 9535.665 5 10.344279 19 2.310706 0.4 0.25 1.0619909
2015 OTB DEF 9535.665 5 10.344279 19 2.310706 0.4 0.50 8.9564319
2015 OTB DEF 9535.665 5 10.344279 19 2.310706 0.4 0.75 13.0800306
2015 OTB DEF 9535.665 5 10.344279 19 2.310706 0.6 0.25 5.5540719
2015 OTB DEF 9535.665 5 10.344279 19 2.310706 0.6 0.50 9.6876053
2015 OTB DEF 9535.665 5 10.344279 19 2.310706 0.6 0.75 14.9148264
2015 OTB DEF 9535.665 5 10.344279 19 2.310706 0.8 0.25 4.9138426
2015 OTB DEF 9535.665 5 10.344279 19 2.310706 0.8 0.50 10.2322619
2015 OTB DEF 9535.665 5 10.344279 19 2.310706 0.8 0.75 17.1142074
2015 OTB MDD 4.247 8 10.577349 15 1.848125 0.2 0.25 8.0150214
2015 OTB MDD 4.247 8 10.577349 15 1.848125 0.2 0.50 10.1170821
2015 OTB MDD 4.247 8 10.577349 15 1.848125 0.2 0.75 11.8755639
2015 OTB MDD 4.247 8 10.577349 15 1.848125 0.4 0.25 5.1289027
2015 OTB MDD 4.247 8 10.577349 15 1.848125 0.4 0.50 9.1606535
2015 OTB MDD 4.247 8 10.577349 15 1.848125 0.4 0.75 13.2203185
2015 OTB MDD 4.247 8 10.577349 15 1.848125 0.6 0.25 5.8030018
2015 OTB MDD 4.247 8 10.577349 15 1.848125 0.6 0.50 9.8956984
2015 OTB MDD 4.247 8 10.577349 15 1.848125 0.6 0.75 15.0635657
2015 OTB MDD 4.247 8 10.577349 15 1.848125 0.8 0.25 5.2427610
2015 OTB MDD 4.247 8 10.577349 15 1.848125 0.8 0.50 10.5003534
2015 OTB MDD 4.247 8 10.577349 15 1.848125 0.8 0.75 17.3023936
2016 OTB DEF 7141.874 5 12.312905 19 2.602621 0.2 0.25 9.5910621
2016 OTB DEF 7141.874 5 12.312905 19 2.602621 0.2 0.50 11.7944147
2016 OTB DEF 7141.874 5 12.312905 19 2.602621 0.2 0.75 14.1600255
2016 OTB DEF 7141.874 5 12.312905 19 2.602621 0.4 0.25 0.4848232
2016 OTB DEF 7141.874 5 12.312905 19 2.602621 0.4 0.50 10.8137768
2016 OTB DEF 7141.874 5 12.312905 19 2.602621 0.4 0.75 15.0890177
2016 OTB DEF 7141.874 5 12.312905 19 2.602621 0.6 0.25 3.4052968
2016 OTB DEF 7141.874 5 12.312905 19 2.602621 0.6 0.50 11.1666389
2016 OTB DEF 7141.874 5 12.312905 19 2.602621 0.6 0.75 16.6761922
2016 OTB DEF 7141.874 5 12.312905 19 2.602621 0.8 0.25 6.5721013
2016 OTB DEF 7141.874 5 12.312905 19 2.602621 0.8 0.50 11.9136727
2016 OTB DEF 7141.874 5 12.312905 19 2.602621 0.8 0.75 18.8325874
2016 OTB MDD 117.494 7 9.895492 15 1.575849 0.2 0.25 7.2033228
2016 OTB MDD 117.494 7 9.895492 15 1.575849 0.2 0.50 9.4162891
2016 OTB MDD 117.494 7 9.895492 15 1.575849 0.2 0.75 11.1920116
2016 OTB MDD 117.494 7 9.895492 15 1.575849 0.4 0.25 2.2172871
2016 OTB MDD 117.494 7 9.895492 15 1.575849 0.4 0.50 8.5923597
2016 OTB MDD 117.494 7 9.895492 15 1.575849 0.4 0.75 12.5283624
2016 OTB MDD 117.494 7 9.895492 15 1.575849 0.6 0.25 5.3299734
2016 OTB MDD 117.494 7 9.895492 15 1.575849 0.6 0.50 9.3770603
2016 OTB MDD 117.494 7 9.895492 15 1.575849 0.6 0.75 14.4897795
2016 OTB MDD 117.494 7 9.895492 15 1.575849 0.8 0.25 4.5910856
2016 OTB MDD 117.494 7 9.895492 15 1.575849 0.8 0.50 9.8672166
2016 OTB MDD 117.494 7 9.895492 15 1.575849 0.8 0.75 16.6938481
2017 OTB DEF 3914.471 3 9.221479 18 2.249451 0.2 0.25 6.1265849
2017 OTB DEF 3914.471 3 9.221479 18 2.249451 0.2 0.50 8.5446333
2017 OTB DEF 3914.471 3 9.221479 18 2.249451 0.2 0.75 10.7418826
2017 OTB DEF 3914.471 3 9.221479 18 2.249451 0.4 0.25 2.6815445
2017 OTB DEF 3914.471 3 9.221479 18 2.249451 0.4 0.50 8.0346071
2017 OTB DEF 3914.471 3 9.221479 18 2.249451 0.4 0.75 11.9396659
2017 OTB DEF 3914.471 3 9.221479 18 2.249451 0.6 0.25 4.7208090
2017 OTB DEF 3914.471 3 9.221479 18 2.249451 0.6 0.50 8.7930822
2017 OTB DEF 3914.471 3 9.221479 18 2.249451 0.6 0.75 13.9519090
2017 OTB DEF 3914.471 3 9.221479 18 2.249451 0.8 0.25 3.7501536
2017 OTB DEF 3914.471 3 9.221479 18 2.249451 0.8 0.50 9.1297042
2017 OTB DEF 3914.471 3 9.221479 18 2.249451 0.8 0.75 16.0759032
2017 OTB MDD 368.779 6 9.412532 17 1.636746 0.2 0.25 6.5888657
2017 OTB MDD 368.779 6 9.412532 17 1.636746 0.2 0.50 8.8525470
2017 OTB MDD 368.779 6 9.412532 17 1.636746 0.2 0.75 10.7675120
2017 OTB MDD 368.779 6 9.412532 17 1.636746 0.4 0.25 3.1022950
2017 OTB MDD 368.779 6 9.412532 17 1.636746 0.4 0.50 8.2006414
2017 OTB MDD 368.779 6 9.412532 17 1.636746 0.4 0.75 12.0481480
2017 OTB MDD 368.779 6 9.412532 17 1.636746 0.6 0.25 4.9585923
2017 OTB MDD 368.779 6 9.412532 17 1.636746 0.6 0.50 8.9859052
2017 OTB MDD 368.779 6 9.412532 17 1.636746 0.6 0.75 14.0791421
2017 OTB MDD 368.779 6 9.412532 17 1.636746 0.8 0.25 4.0736705
2017 OTB MDD 368.779 6 9.412532 17 1.636746 0.8 0.50 9.3896090
2017 OTB MDD 368.779 6 9.412532 17 1.636746 0.8 0.75 16.2495143
2018 OTB DEF 4170.067 5 11.844490 18 2.328255 0.2 0.25 9.3313257
2018 OTB DEF 4170.067 5 11.844490 18 2.328255 0.2 0.50 11.3595084
2018 OTB DEF 4170.067 5 11.844490 18 2.328255 0.2 0.75 13.6539523
2018 OTB DEF 4170.067 5 11.844490 18 2.328255 0.4 0.25 1.1820227
2018 OTB DEF 4170.067 5 11.844490 18 2.328255 0.4 0.50 10.3463721
2018 OTB DEF 4170.067 5 11.844490 18 2.328255 0.4 0.75 14.5924506
2018 OTB DEF 4170.067 5 11.844490 18 2.328255 0.6 0.25 2.9516700
2018 OTB DEF 4170.067 5 11.844490 18 2.328255 0.6 0.50 10.8247533
2018 OTB DEF 4170.067 5 11.844490 18 2.328255 0.6 0.75 16.2296622
2018 OTB DEF 4170.067 5 11.844490 18 2.328255 0.8 0.25 6.2385320
2018 OTB DEF 4170.067 5 11.844490 18 2.328255 0.8 0.50 11.5493697
2018 OTB DEF 4170.067 5 11.844490 18 2.328255 0.8 0.75 18.4239596
2018 OTB MDD 161.218 7 12.616494 17 2.660345 0.2 0.25 9.8728804
2018 OTB MDD 161.218 7 12.616494 17 2.660345 0.2 0.50 12.2227168
2018 OTB MDD 161.218 7 12.616494 17 2.660345 0.2 0.75 14.5333215
2018 OTB MDD 161.218 7 12.616494 17 2.660345 0.4 0.25 7.1059983
2018 OTB MDD 161.218 7 12.616494 17 2.660345 0.4 0.50 11.1446488
2018 OTB MDD 161.218 7 12.616494 17 2.660345 0.4 0.75 15.4102450
2018 OTB MDD 161.218 7 12.616494 17 2.660345 0.6 0.25 6.3769022
2018 OTB MDD 161.218 7 12.616494 17 2.660345 0.6 0.50 11.3977670
2018 OTB MDD 161.218 7 12.616494 17 2.660345 0.6 0.75 16.9579829
2018 OTB MDD 161.218 7 12.616494 17 2.660345 0.8 0.25 6.7961222
2018 OTB MDD 161.218 7 12.616494 17 2.660345 0.8 0.50 12.1576995
2018 OTB MDD 161.218 7 12.616494 17 2.660345 0.8 0.75 19.0926339
2019 OTB DEF 7875.827 5 11.763062 18 2.316350 0.2 0.25 9.2101060
2019 OTB DEF 7875.827 5 11.763062 18 2.316350 0.2 0.50 11.2138510
2019 OTB DEF 7875.827 5 11.763062 18 2.316350 0.2 0.75 13.5349529
2019 OTB DEF 7875.827 5 11.763062 18 2.316350 0.4 0.25 1.5057324
2019 OTB DEF 7875.827 5 11.763062 18 2.316350 0.4 0.50 10.2583117
2019 OTB DEF 7875.827 5 11.763062 18 2.316350 0.4 0.75 14.5026927
2019 OTB DEF 7875.827 5 11.763062 18 2.316350 0.6 0.25 2.9419052
2019 OTB DEF 7875.827 5 11.763062 18 2.316350 0.6 0.50 10.7640500
2019 OTB DEF 7875.827 5 11.763062 18 2.316350 0.6 0.75 16.1514990
2019 OTB DEF 7875.827 5 11.763062 18 2.316350 0.8 0.25 6.1744775
2019 OTB DEF 7875.827 5 11.763062 18 2.316350 0.8 0.50 11.4823096
2019 OTB DEF 7875.827 5 11.763062 18 2.316350 0.8 0.75 18.3523965
2019 OTB MDD 217.664 7 10.882580 19 2.028820 0.2 0.25 8.2164315
2019 OTB MDD 217.664 7 10.882580 19 2.028820 0.2 0.50 10.3403580
2019 OTB MDD 217.664 7 10.882580 19 2.028820 0.2 0.75 12.3300903
2019 OTB MDD 217.664 7 10.882580 19 2.028820 0.4 0.25 5.8931078
2019 OTB MDD 217.664 7 10.882580 19 2.028820 0.4 0.50 9.4279624
2019 OTB MDD 217.664 7 10.882580 19 2.028820 0.4 0.75 13.5736322
2019 OTB MDD 217.664 7 10.882580 19 2.028820 0.6 0.25 5.7116235
2019 OTB MDD 217.664 7 10.882580 19 2.028820 0.6 0.50 10.1105194
2019 OTB MDD 217.664 7 10.882580 19 2.028820 0.6 0.75 15.3562409
2019 OTB MDD 217.664 7 10.882580 19 2.028820 0.8 0.25 5.4671199
2019 OTB MDD 217.664 7 10.882580 19 2.028820 0.8 0.50 10.7447214
2019 OTB MDD 217.664 7 10.882580 19 2.028820 0.8 0.75 17.5815319
2020 OTB DEF 1306.545 6 12.151224 18 1.900695 0.2 0.25 9.7426729
2020 OTB DEF 1306.545 6 12.151224 18 1.900695 0.2 0.50 11.6214137
2020 OTB DEF 1306.545 6 12.151224 18 1.900695 0.2 0.75 13.7661804
2020 OTB DEF 1306.545 6 12.151224 18 1.900695 0.4 0.25 6.8420944
2020 OTB DEF 1306.545 6 12.151224 18 1.900695 0.4 0.50 10.6348811
2020 OTB DEF 1306.545 6 12.151224 18 1.900695 0.4 0.75 14.8002851
2020 OTB DEF 1306.545 6 12.151224 18 1.900695 0.6 0.25 0.6898015
2020 OTB DEF 1306.545 6 12.151224 18 1.900695 0.6 0.50 11.0621947
2020 OTB DEF 1306.545 6 12.151224 18 1.900695 0.6 0.75 16.4603857
2020 OTB DEF 1306.545 6 12.151224 18 1.900695 0.8 0.25 6.5431579
2020 OTB DEF 1306.545 6 12.151224 18 1.900695 0.8 0.50 11.8243836
2020 OTB DEF 1306.545 6 12.151224 18 1.900695 0.8 0.75 18.6608547
2020 OTB MDD 18.951 8 14.169648 19 2.249835 0.2 0.25 11.7296453
2020 OTB MDD 18.951 8 14.169648 19 2.249835 0.2 0.50 13.7997635
2020 OTB MDD 18.951 8 14.169648 19 2.249835 0.2 0.75 15.7425561
2020 OTB MDD 18.951 8 14.169648 19 2.249835 0.4 0.25 8.4326672
2020 OTB MDD 18.951 8 14.169648 19 2.249835 0.4 0.50 12.9010712
2020 OTB MDD 18.951 8 14.169648 19 2.249835 0.4 0.75 16.8264862
2020 OTB MDD 18.951 8 14.169648 19 2.249835 0.6 0.25 7.8336144
2020 OTB MDD 18.951 8 14.169648 19 2.249835 0.6 0.50 12.6003841
2020 OTB MDD 18.951 8 14.169648 19 2.249835 0.6 0.75 18.3848595
2020 OTB MDD 18.951 8 14.169648 19 2.249835 0.8 0.25 7.6842953
2020 OTB MDD 18.951 8 14.169648 19 2.249835 0.8 0.50 13.3930457
2020 OTB MDD 18.951 8 14.169648 19 2.249835 0.8 0.75 20.3732384

Plot of MeanLength for HKE - ITA - GSA 18

Plot of MedianLength for HKE - ITA - GSA 18

3.8.2 GSA 19

3.8.2.1 HKE

Summary table of Main length size indicators for HKE in GSA 19
year gear fishery total_number min_size mean_size max_size sd_size spline percentile percentile_value
2010 OTB DWS 33.332 7 10.344204 17 1.703185 0.2 0.25 7.6993967
2010 OTB DWS 33.332 7 10.344204 17 1.703185 0.2 0.50 9.8874147
2010 OTB DWS 33.332 7 10.344204 17 1.703185 0.2 0.75 11.6552577
2010 OTB DWS 33.332 7 10.344204 17 1.703185 0.4 0.25 5.6841950
2010 OTB DWS 33.332 7 10.344204 17 1.703185 0.4 0.50 8.9583186
2010 OTB DWS 33.332 7 10.344204 17 1.703185 0.4 0.75 12.9896698
2010 OTB DWS 33.332 7 10.344204 17 1.703185 0.6 0.25 5.6374915
2010 OTB DWS 33.332 7 10.344204 17 1.703185 0.6 0.50 9.7183491
2010 OTB DWS 33.332 7 10.344204 17 1.703185 0.6 0.75 14.8706125
2010 OTB DWS 33.332 7 10.344204 17 1.703185 0.8 0.25 5.0136041
2010 OTB DWS 33.332 7 10.344204 17 1.703185 0.8 0.50 10.2832143
2010 OTB DWS 33.332 7 10.344204 17 1.703185 0.8 0.75 17.0951037
2010 OTB MDD 1326.654 5 9.997463 17 2.194328 0.2 0.25 7.0924934
2010 OTB MDD 1326.654 5 9.997463 17 2.194328 0.2 0.50 9.4563919
2010 OTB MDD 1326.654 5 9.997463 17 2.194328 0.2 0.75 11.4426053
2010 OTB MDD 1326.654 5 9.997463 17 2.194328 0.4 0.25 1.3593312
2010 OTB MDD 1326.654 5 9.997463 17 2.194328 0.4 0.50 8.6696402
2010 OTB MDD 1326.654 5 9.997463 17 2.194328 0.4 0.75 12.7089619
2010 OTB MDD 1326.654 5 9.997463 17 2.194328 0.6 0.25 5.3220133
2010 OTB MDD 1326.654 5 9.997463 17 2.194328 0.6 0.50 9.4243835
2010 OTB MDD 1326.654 5 9.997463 17 2.194328 0.6 0.75 14.6145112
2010 OTB MDD 1326.654 5 9.997463 17 2.194328 0.8 0.25 4.5950043
2010 OTB MDD 1326.654 5 9.997463 17 2.194328 0.8 0.50 9.9131426
2010 OTB MDD 1326.654 5 9.997463 17 2.194328 0.8 0.75 16.7994914
2011 OTB DEF 122.652 10 13.102053 16 1.286907 0.2 0.25 10.7265804
2011 OTB DEF 122.652 10 13.102053 16 1.286907 0.2 0.50 12.7041750
2011 OTB DEF 122.652 10 13.102053 16 1.286907 0.2 0.75 14.4411545
2011 OTB DEF 122.652 10 13.102053 16 1.286907 0.4 0.25 1.3358780
2011 OTB DEF 122.652 10 13.102053 16 1.286907 0.4 0.50 11.6409203
2011 OTB DEF 122.652 10 13.102053 16 1.286907 0.4 0.75 15.6203350
2011 OTB DEF 122.652 10 13.102053 16 1.286907 0.6 0.25 3.9042377
2011 OTB DEF 122.652 10 13.102053 16 1.286907 0.6 0.50 11.7815597
2011 OTB DEF 122.652 10 13.102053 16 1.286907 0.6 0.75 17.2784782
2011 OTB DEF 122.652 10 13.102053 16 1.286907 0.8 0.25 7.3086495
2011 OTB DEF 122.652 10 13.102053 16 1.286907 0.8 0.50 12.6028955
2011 OTB DEF 122.652 10 13.102053 16 1.286907 0.8 0.75 19.4324682
2011 OTB MDD 601.782 6 11.098978 18 2.250103 0.2 0.25 8.3608960
2011 OTB MDD 601.782 6 11.098978 18 2.250103 0.2 0.50 10.5101672
2011 OTB MDD 601.782 6 11.098978 18 2.250103 0.2 0.75 12.6823559
2011 OTB MDD 601.782 6 11.098978 18 2.250103 0.4 0.25 4.4153664
2011 OTB MDD 601.782 6 11.098978 18 2.250103 0.4 0.50 9.6228208
2011 OTB MDD 601.782 6 11.098978 18 2.250103 0.4 0.75 13.8233191
2011 OTB MDD 601.782 6 11.098978 18 2.250103 0.6 0.25 6.0786283
2011 OTB MDD 601.782 6 11.098978 18 2.250103 0.6 0.50 10.2667030
2011 OTB MDD 601.782 6 11.098978 18 2.250103 0.6 0.75 15.5621893
2011 OTB MDD 601.782 6 11.098978 18 2.250103 0.8 0.25 5.6246086
2011 OTB MDD 601.782 6 11.098978 18 2.250103 0.8 0.50 10.9160670
2011 OTB MDD 601.782 6 11.098978 18 2.250103 0.8 0.75 17.7762226
2012 OTB DEF 952.120 7 10.611811 17 1.565840 0.2 0.25 8.0692641
2012 OTB DEF 952.120 7 10.611811 17 1.565840 0.2 0.50 10.1426724
2012 OTB DEF 952.120 7 10.611811 17 1.565840 0.2 0.75 11.8879594
2012 OTB DEF 952.120 7 10.611811 17 1.565840 0.4 0.25 5.2215495
2012 OTB DEF 952.120 7 10.611811 17 1.565840 0.4 0.50 9.1899912
2012 OTB DEF 952.120 7 10.611811 17 1.565840 0.4 0.75 13.2475924
2012 OTB DEF 952.120 7 10.611811 17 1.565840 0.6 0.25 4.9692602
2012 OTB DEF 952.120 7 10.611811 17 1.565840 0.6 0.50 9.9229920
2012 OTB DEF 952.120 7 10.611811 17 1.565840 0.6 0.75 15.0901387
2012 OTB DEF 952.120 7 10.611811 17 1.565840 0.8 0.25 5.2812249
2012 OTB DEF 952.120 7 10.611811 17 1.565840 0.8 0.50 10.5344049
2012 OTB DEF 952.120 7 10.611811 17 1.565840 0.8 0.75 17.3313658
2012 OTB DWS 79.240 7 10.547047 14 1.642182 0.2 0.25 7.9629371
2012 OTB DWS 79.240 7 10.547047 14 1.642182 0.2 0.50 10.0833840
2012 OTB DWS 79.240 7 10.547047 14 1.642182 0.2 0.75 11.8412253
2012 OTB DWS 79.240 7 10.547047 14 1.642182 0.4 0.25 5.0525553
2012 OTB DWS 79.240 7 10.547047 14 1.642182 0.4 0.50 9.1334258
2012 OTB DWS 79.240 7 10.547047 14 1.642182 0.4 0.75 13.1904897
2012 OTB DWS 79.240 7 10.547047 14 1.642182 0.6 0.25 5.7811123
2012 OTB DWS 79.240 7 10.547047 14 1.642182 0.6 0.50 9.8725186
2012 OTB DWS 79.240 7 10.547047 14 1.642182 0.6 0.75 15.0376302
2012 OTB DWS 79.240 7 10.547047 14 1.642182 0.8 0.25 5.2126559
2012 OTB DWS 79.240 7 10.547047 14 1.642182 0.8 0.50 10.4720755
2012 OTB DWS 79.240 7 10.547047 14 1.642182 0.8 0.75 17.2757976
2012 OTB MDD 346.189 5 9.210555 20 2.171596 0.2 0.25 6.1435220
2012 OTB MDD 346.189 5 9.210555 20 2.171596 0.2 0.50 8.4931055
2012 OTB MDD 346.189 5 9.210555 20 2.171596 0.2 0.75 10.6442647
2012 OTB MDD 346.189 5 9.210555 20 2.171596 0.4 0.25 1.3411499
2012 OTB MDD 346.189 5 9.210555 20 2.171596 0.4 0.50 8.0212285
2012 OTB MDD 346.189 5 9.210555 20 2.171596 0.4 0.75 11.9042774
2012 OTB MDD 346.189 5 9.210555 20 2.171596 0.6 0.25 4.7294780
2012 OTB MDD 346.189 5 9.210555 20 2.171596 0.6 0.50 8.7904033
2012 OTB MDD 346.189 5 9.210555 20 2.171596 0.6 0.75 13.9340188
2012 OTB MDD 346.189 5 9.210555 20 2.171596 0.8 0.25 3.7579980
2012 OTB MDD 346.189 5 9.210555 20 2.171596 0.8 0.50 9.1286178
2012 OTB MDD 346.189 5 9.210555 20 2.171596 0.8 0.75 16.0623099
2013 OTB DEF 15.420 8 10.923152 20 1.939478 0.2 0.25 8.3375825
2013 OTB DEF 15.420 8 10.923152 20 1.939478 0.2 0.50 10.3897694
2013 OTB DEF 15.420 8 10.923152 20 1.939478 0.2 0.75 12.3424316
2013 OTB DEF 15.420 8 10.923152 20 1.939478 0.4 0.25 5.6882418
2013 OTB DEF 15.420 8 10.923152 20 1.939478 0.4 0.50 9.4640856
2013 OTB DEF 15.420 8 10.923152 20 1.939478 0.4 0.75 13.5933835
2013 OTB DEF 15.420 8 10.923152 20 1.939478 0.6 0.25 6.0057546
2013 OTB DEF 15.420 8 10.923152 20 1.939478 0.6 0.50 10.1476493
2013 OTB DEF 15.420 8 10.923152 20 1.939478 0.6 0.75 15.3803982
2013 OTB DEF 15.420 8 10.923152 20 1.939478 0.8 0.25 5.5245158
2013 OTB DEF 15.420 8 10.923152 20 1.939478 0.8 0.50 10.7901274
2013 OTB DEF 15.420 8 10.923152 20 1.939478 0.8 0.75 17.6116356
2013 OTB MDD 1056.806 6 11.116352 18 1.695204 0.2 0.25 8.6811744
2013 OTB MDD 1056.806 6 11.116352 18 1.695204 0.2 0.50 10.5807325
2013 OTB MDD 1056.806 6 11.116352 18 1.695204 0.2 0.75 12.5606811
2013 OTB MDD 1056.806 6 11.116352 18 1.695204 0.4 0.25 4.3628571
2013 OTB MDD 1056.806 6 11.116352 18 1.695204 0.4 0.50 9.6391968
2013 OTB MDD 1056.806 6 11.116352 18 1.695204 0.4 0.75 13.7644323
2013 OTB MDD 1056.806 6 11.116352 18 1.695204 0.6 0.25 6.1555836
2013 OTB MDD 1056.806 6 11.116352 18 1.695204 0.6 0.50 10.3010219
2013 OTB MDD 1056.806 6 11.116352 18 1.695204 0.6 0.75 15.5360259
2013 OTB MDD 1056.806 6 11.116352 18 1.695204 0.8 0.25 5.7161143
2013 OTB MDD 1056.806 6 11.116352 18 1.695204 0.8 0.50 10.9666101
2013 OTB MDD 1056.806 6 11.116352 18 1.695204 0.8 0.75 17.7717384
2017 OTB DEF 506.719 4 10.293484 17 2.288505 0.2 0.25 7.4866536
2017 OTB DEF 506.719 4 10.293484 17 2.288505 0.2 0.50 9.8825861
2017 OTB DEF 506.719 4 10.293484 17 2.288505 0.2 0.75 11.8637855
2017 OTB DEF 506.719 4 10.293484 17 2.288505 0.4 0.25 0.9294345
2017 OTB DEF 506.719 4 10.293484 17 2.288505 0.4 0.50 8.9247041
2017 OTB DEF 506.719 4 10.293484 17 2.288505 0.4 0.75 13.0422857
2017 OTB DEF 506.719 4 10.293484 17 2.288505 0.6 0.25 5.5186438
2017 OTB DEF 506.719 4 10.293484 17 2.288505 0.6 0.50 9.6506977
2017 OTB DEF 506.719 4 10.293484 17 2.288505 0.6 0.75 14.8760804
2017 OTB DEF 506.719 4 10.293484 17 2.288505 0.8 0.25 4.8664085
2017 OTB DEF 506.719 4 10.293484 17 2.288505 0.8 0.50 10.1857914
2017 OTB DEF 506.719 4 10.293484 17 2.288505 0.8 0.75 17.0691182
2017 OTB MDD 117.106 5 9.481863 15 1.349843 0.2 0.25 6.7553632
2017 OTB MDD 117.106 5 9.481863 15 1.349843 0.2 0.50 8.9502604
2017 OTB MDD 117.106 5 9.481863 15 1.349843 0.2 0.75 10.7630549
2017 OTB MDD 117.106 5 9.481863 15 1.349843 0.4 0.25 3.0620754
2017 OTB MDD 117.106 5 9.481863 15 1.349843 0.4 0.50 8.2586416
2017 OTB MDD 117.106 5 9.481863 15 1.349843 0.4 0.75 12.0871614
2017 OTB MDD 117.106 5 9.481863 15 1.349843 0.6 0.25 5.0440265
2017 OTB MDD 117.106 5 9.481863 15 1.349843 0.6 0.50 9.0562071
2017 OTB MDD 117.106 5 9.481863 15 1.349843 0.6 0.75 14.1251274
2017 OTB MDD 117.106 5 9.481863 15 1.349843 0.8 0.25 4.1894770
2017 OTB MDD 117.106 5 9.481863 15 1.349843 0.8 0.50 9.4806816
2017 OTB MDD 117.106 5 9.481863 15 1.349843 0.8 0.75 16.3105550
2018 OTB DEF 1164.208 5 10.318850 16 1.683141 0.2 0.25 7.6891878
2018 OTB DEF 1164.208 5 10.318850 16 1.683141 0.2 0.50 9.8841941
2018 OTB DEF 1164.208 5 10.318850 16 1.683141 0.2 0.75 11.6551824
2018 OTB DEF 1164.208 5 10.318850 16 1.683141 0.4 0.25 5.6684223
2018 OTB DEF 1164.208 5 10.318850 16 1.683141 0.4 0.50 8.9400169
2018 OTB DEF 1164.208 5 10.318850 16 1.683141 0.4 0.75 12.9694567
2018 OTB DEF 1164.208 5 10.318850 16 1.683141 0.6 0.25 5.6185964
2018 OTB DEF 1164.208 5 10.318850 16 1.683141 0.6 0.50 9.6991296
2018 OTB DEF 1164.208 5 10.318850 16 1.683141 0.6 0.75 14.8512964
2018 OTB DEF 1164.208 5 10.318850 16 1.683141 0.8 0.25 4.9879205
2018 OTB DEF 1164.208 5 10.318850 16 1.683141 0.8 0.50 10.2591027
2018 OTB DEF 1164.208 5 10.318850 16 1.683141 0.8 0.75 17.0727987
2018 OTB MDD 310.740 7 9.876498 13 1.377983 0.2 0.25 7.2415729
2018 OTB MDD 310.740 7 9.876498 13 1.377983 0.2 0.50 9.4168951
2018 OTB MDD 310.740 7 9.876498 13 1.377983 0.2 0.75 11.1430324
2018 OTB MDD 310.740 7 9.876498 13 1.377983 0.4 0.25 2.3526535
2018 OTB MDD 310.740 7 9.876498 13 1.377983 0.4 0.50 8.5788763
2018 OTB MDD 310.740 7 9.876498 13 1.377983 0.4 0.75 12.4915917
2018 OTB MDD 310.740 7 9.876498 13 1.377983 0.6 0.25 5.3358960
2018 OTB MDD 310.740 7 9.876498 13 1.377983 0.6 0.50 9.3702101
2018 OTB MDD 310.740 7 9.876498 13 1.377983 0.6 0.75 14.4647904
2018 OTB MDD 310.740 7 9.876498 13 1.377983 0.8 0.25 4.5957414
2018 OTB MDD 310.740 7 9.876498 13 1.377983 0.8 0.50 9.8615082
2018 OTB MDD 310.740 7 9.876498 13 1.377983 0.8 0.75 16.6735389
2019 OTB DEF 3636.605 6 10.693327 16 1.817266 0.2 0.25 8.0875626
2019 OTB DEF 3636.605 6 10.693327 16 1.817266 0.2 0.50 10.2096983
2019 OTB DEF 3636.605 6 10.693327 16 1.817266 0.2 0.75 12.0510279
2019 OTB DEF 3636.605 6 10.693327 16 1.817266 0.4 0.25 5.3969352
2019 OTB DEF 3636.605 6 10.693327 16 1.817266 0.4 0.50 9.2633560
2019 OTB DEF 3636.605 6 10.693327 16 1.817266 0.4 0.75 13.3621035
2019 OTB DEF 3636.605 6 10.693327 16 1.817266 0.6 0.25 5.1277301
2019 OTB DEF 3636.605 6 10.693327 16 1.817266 0.6 0.50 9.9743914
2019 OTB DEF 3636.605 6 10.693327 16 1.817266 0.6 0.75 15.1782504
2019 OTB DEF 3636.605 6 10.693327 16 1.817266 0.8 0.25 5.3237252
2019 OTB DEF 3636.605 6 10.693327 16 1.817266 0.8 0.50 10.5915185
2019 OTB DEF 3636.605 6 10.693327 16 1.817266 0.8 0.75 17.4104029
2019 OTB MDD 614.795 7 9.863060 14 1.375630 0.2 0.25 7.2143796
2019 OTB MDD 614.795 7 9.863060 14 1.375630 0.2 0.50 9.3885085
2019 OTB MDD 614.795 7 9.863060 14 1.375630 0.2 0.75 11.1143827
2019 OTB MDD 614.795 7 9.863060 14 1.375630 0.4 0.25 2.3818407
2019 OTB MDD 614.795 7 9.863060 14 1.375630 0.4 0.50 8.5667764
2019 OTB MDD 614.795 7 9.863060 14 1.375630 0.4 0.75 12.4755632
2019 OTB MDD 614.795 7 9.863060 14 1.375630 0.6 0.25 5.3266349
2019 OTB MDD 614.795 7 9.863060 14 1.375630 0.6 0.50 9.3596480
2019 OTB MDD 614.795 7 9.863060 14 1.375630 0.6 0.75 14.4526771
2019 OTB MDD 614.795 7 9.863060 14 1.375630 0.8 0.25 4.5827819
2019 OTB MDD 614.795 7 9.863060 14 1.375630 0.8 0.50 9.8490080
2019 OTB MDD 614.795 7 9.863060 14 1.375630 0.8 0.75 16.6611828
2020 OTB DEF 37.304 8 11.057635 14 1.294674 0.2 0.25 8.7566085
2020 OTB DEF 37.304 8 11.057635 14 1.294674 0.2 0.50 10.5519796
2020 OTB DEF 37.304 8 11.057635 14 1.294674 0.2 0.75 12.4023586
2020 OTB DEF 37.304 8 11.057635 14 1.294674 0.4 0.25 4.6373103
2020 OTB DEF 37.304 8 11.057635 14 1.294674 0.4 0.50 9.5862470
2020 OTB DEF 37.304 8 11.057635 14 1.294674 0.4 0.75 13.6639520
2020 OTB DEF 37.304 8 11.057635 14 1.294674 0.6 0.25 6.1529884
2020 OTB DEF 37.304 8 11.057635 14 1.294674 0.6 0.50 10.2686061
2020 OTB DEF 37.304 8 11.057635 14 1.294674 0.6 0.75 15.4621173
2020 OTB DEF 37.304 8 11.057635 14 1.294674 0.8 0.25 5.7085640
2020 OTB DEF 37.304 8 11.057635 14 1.294674 0.8 0.50 10.9369759
2020 OTB DEF 37.304 8 11.057635 14 1.294674 0.8 0.75 17.7109204
2020 OTB MDD 4.671 8 10.578677 13 1.231215 0.2 0.25 8.1627330
2020 OTB MDD 4.671 8 10.578677 13 1.231215 0.2 0.50 10.1367106
2020 OTB MDD 4.671 8 10.578677 13 1.231215 0.2 0.75 11.7825092
2020 OTB MDD 4.671 8 10.578677 13 1.231215 0.4 0.25 5.1908510
2020 OTB MDD 4.671 8 10.578677 13 1.231215 0.4 0.50 9.1614165
2020 OTB MDD 4.671 8 10.578677 13 1.231215 0.4 0.75 13.1711910
2020 OTB MDD 4.671 8 10.578677 13 1.231215 0.6 0.25 4.9716202
2020 OTB MDD 4.671 8 10.578677 13 1.231215 0.6 0.50 9.9121480
2020 OTB MDD 4.671 8 10.578677 13 1.231215 0.6 0.75 15.0379008
2020 OTB MDD 4.671 8 10.578677 13 1.231215 0.8 0.25 5.2982627
2020 OTB MDD 4.671 8 10.578677 13 1.231215 0.8 0.50 10.5280202
2020 OTB MDD 4.671 8 10.578677 13 1.231215 0.8 0.75 17.2921455

Plot of MeanLength for HKE - ITA - GSA 19

Plot of MedianLength for HKE - ITA - GSA 19

3.9 Checks the presence of years with missing length distribution

Discard data were checked to identify the presence of years with missing length distributions. The years with the missing length distribution are reported in the following table (if any):

3.9.1 GSA 18

3.9.1.1 HKE

  • No years in discard with missing length distribution for : HKE - ITA - GSA 18

3.9.2 GSA 19

3.9.2.1 HKE

  • No years in discard with missing length distribution for : HKE - ITA - GSA 19

3.10 Checks the presence of discard weights with zeros in discards

The presence of rows in discards with 0 values in weights having length classes filled in is reported in the following table:

3.10.1 GSA 18

3.10.1.1 HKE

  • No Discard records in weight equal to 0 having length classes filled in for : HKE - ITA - GSA 18

3.10.2 GSA 19

3.10.2.1 HKE

  • No Discard records in weight equal to 0 having length classes filled in for : HKE - ITA - GSA 19

3.11 Checks the presence of discard weights with -1 in discards

The presence of rows in discards with -1 values in weights having length classes filled in is reported in the following table:

3.11.1 GSA 18

3.11.1.1 HKE

  • No discard records in weight equal to -1 having length classes filled in for : HKE - ITA - GSA 18

3.11.2 GSA 19

3.11.2.1 HKE

  • No discard records in weight equal to -1 having length classes filled in for : HKE - ITA - GSA 19

3.12 Total discard time series by quarter

To identify possible inconsistencies in discard data, the species time series of discard volumes is here plotted by quarter.

3.12.1 GSA 18

3.12.1.1 HKE

Plot of total discards for HKE - ITA - GSA 18

3.12.2 GSA 19

3.12.2.1 HKE

Plot of total discards for HKE - ITA - GSA 19

3.13 Total discard time series by gear and fishery

To identify possible inconsistencies in discard data, the species time series of discard volumes is here plotted by fishery and gear.

3.13.1 GSA 18

3.13.1.1 HKE

Plot of total discards for HKE - ITA - GSA 18

3.13.2 GSA 19

3.13.2.1 HKE

Plot of total discards for HKE - ITA - GSA 19

4 Growth parameters (GP) table

4.1 plots of the growth parameter

Data related to growth parameter are used to produce a summary table (counting available VBGF parameters by YEAR and SEX) and plots of growth curves for the selected combination of species and GSAs by sexes.

4.1.1 GSA 18

4.1.1.1 HKE

Summary table of VBGF parameters for HKE in GSA 18
COUNTRY YEAR START_YEAR END_YEAR SPECIES SEX COUNT
ITA GSA 18 2003 2003 HKE C 1
ITA GSA 18 2004 2004 HKE C 1
ITA GSA 18 2005 2005 HKE C 1
ITA GSA 18 2007 2007 HKE C 1
ITA GSA 18 2008 2008 HKE C 1
ITA GSA 18 2009 2009 HKE C 1
ITA GSA 18 2010 2010 HKE C 1
ITA GSA 18 2011 2011 HKE C 1
ITA GSA 18 2012 2012 HKE C 1
ITA GSA 18 2013 2013 HKE C 1
ITA GSA 18 2014 2014 HKE C 1
ITA GSA 18 2015 2015 HKE C 1
ITA GSA 18 2016 2016 HKE C 1
ITA GSA 18 2017 2017 HKE C 1
ITA GSA 18 2003 2003 HKE F 1
ITA GSA 18 2004 2004 HKE F 1
ITA GSA 18 2005 2005 HKE F 1
ITA GSA 18 2007 2007 HKE F 1
ITA GSA 18 2008 2008 HKE F 1
ITA GSA 18 2009 2009 HKE F 1
ITA GSA 18 2010 2010 HKE F 1
ITA GSA 18 2011 2011 HKE F 1
ITA GSA 18 2012 2012 HKE F 1
ITA GSA 18 2013 2013 HKE F 1
ITA GSA 18 2014 2014 HKE F 1
ITA GSA 18 2015 2015 HKE F 1
ITA GSA 18 2016 2016 HKE F 1
ITA GSA 18 2017 2017 HKE F 1
ITA GSA 18 2018 2018 HKE F 1
ITA GSA 18 2019 2019 HKE F 1
ITA GSA 18 2020 2020 HKE F 1
ITA GSA 18 2003 2003 HKE M 1
ITA GSA 18 2004 2004 HKE M 1
ITA GSA 18 2005 2005 HKE M 1
ITA GSA 18 2007 2007 HKE M 1
ITA GSA 18 2008 2008 HKE M 1
ITA GSA 18 2009 2009 HKE M 1
ITA GSA 18 2010 2010 HKE M 1
ITA GSA 18 2011 2011 HKE M 1
ITA GSA 18 2012 2012 HKE M 1
ITA GSA 18 2013 2013 HKE M 1
ITA GSA 18 2014 2014 HKE M 1
ITA GSA 18 2015 2015 HKE M 1
ITA GSA 18 2016 2016 HKE M 1
ITA GSA 18 2017 2017 HKE M 1
ITA GSA 18 2018 2018 HKE M 1
ITA GSA 18 2019 2019 HKE M 1
ITA GSA 18 2020 2020 HKE M 1

Plot of the VBGF parameter for HKE - ITA - GSA 18 - C

Plot of the VBGF parameter for HKE - ITA - GSA 18 - F

Plot of the VBGF parameter for HKE - ITA - GSA 18 - M

4.1.2 GSA 19

4.1.2.1 HKE

Summary table of VBGF parameters for HKE in GSA 19
COUNTRY YEAR START_YEAR END_YEAR SPECIES SEX COUNT
ITA GSA 19 2002 2003 HKE F 1
ITA GSA 19 2004 2004 HKE F 1
ITA GSA 19 2005 2005 HKE F 1
ITA GSA 19 2006 2006 HKE F 1
ITA GSA 19 2007 2007 HKE F 1
ITA GSA 19 2008 2008 HKE F 1
ITA GSA 19 2009 2009 HKE F 1
ITA GSA 19 2010 2010 HKE F 1
ITA GSA 19 2011 2011 HKE F 1
ITA GSA 19 2012 2012 HKE F 1
ITA GSA 19 2013 2013 HKE F 1
ITA GSA 19 2014 2014 HKE F 1
ITA GSA 19 2015 2015 HKE F 1
ITA GSA 19 2016 2016 HKE F 1
ITA GSA 19 2017 2017 HKE F 1
ITA GSA 19 2018 2018 HKE F 1
ITA GSA 19 2019 2019 HKE F 1
ITA GSA 19 2020 2020 HKE F 1
ITA GSA 19 2002 2003 HKE M 1
ITA GSA 19 2004 2004 HKE M 1
ITA GSA 19 2005 2005 HKE M 1
ITA GSA 19 2006 2006 HKE M 1
ITA GSA 19 2007 2007 HKE M 1
ITA GSA 19 2008 2008 HKE M 1
ITA GSA 19 2009 2009 HKE M 1
ITA GSA 19 2010 2010 HKE M 1
ITA GSA 19 2011 2011 HKE M 1
ITA GSA 19 2012 2012 HKE M 1
ITA GSA 19 2013 2013 HKE M 1
ITA GSA 19 2014 2014 HKE M 1
ITA GSA 19 2015 2015 HKE M 1
ITA GSA 19 2016 2016 HKE M 1
ITA GSA 19 2017 2017 HKE M 1
ITA GSA 19 2018 2018 HKE M 1
ITA GSA 19 2019 2019 HKE M 1
ITA GSA 19 2020 2020 HKE M 1

Plot of the VBGF parameter for HKE - ITA - GSA 19 - F

Plot of the VBGF parameter for HKE - ITA - GSA 19 - M

4.2 Plots of length-weight (LW) functions

4.2.1 GSA 18

4.2.1.1 HKE

Summary table of length-weight parameters for HKE in GSA 18
COUNTRY AREA START_YEAR END_YEAR SPECIES SEX NA
ITA GSA 18 2003 2003 HKE C 1
ITA GSA 18 2004 2004 HKE C 1
ITA GSA 18 2005 2005 HKE C 1
ITA GSA 18 2007 2007 HKE C 1
ITA GSA 18 2008 2008 HKE C 1
ITA GSA 18 2009 2009 HKE C 1
ITA GSA 18 2010 2010 HKE C 1
ITA GSA 18 2011 2011 HKE C 1
ITA GSA 18 2012 2012 HKE C 1
ITA GSA 18 2013 2013 HKE C 1
ITA GSA 18 2014 2014 HKE C 1
ITA GSA 18 2015 2015 HKE C 1
ITA GSA 18 2016 2016 HKE C 1
ITA GSA 18 2017 2017 HKE C 1
ITA GSA 18 2003 2003 HKE F 1
ITA GSA 18 2004 2004 HKE F 1
ITA GSA 18 2005 2005 HKE F 1
ITA GSA 18 2007 2007 HKE F 1
ITA GSA 18 2008 2008 HKE F 1
ITA GSA 18 2009 2009 HKE F 1
ITA GSA 18 2010 2010 HKE F 1
ITA GSA 18 2011 2011 HKE F 1
ITA GSA 18 2012 2012 HKE F 1
ITA GSA 18 2013 2013 HKE F 1
ITA GSA 18 2014 2014 HKE F 1
ITA GSA 18 2015 2015 HKE F 1
ITA GSA 18 2016 2016 HKE F 1
ITA GSA 18 2017 2017 HKE F 1
ITA GSA 18 2018 2018 HKE F 1
ITA GSA 18 2019 2019 HKE F 1
ITA GSA 18 2020 2020 HKE F 1
ITA GSA 18 2003 2003 HKE M 1
ITA GSA 18 2004 2004 HKE M 1
ITA GSA 18 2005 2005 HKE M 1
ITA GSA 18 2007 2007 HKE M 1
ITA GSA 18 2008 2008 HKE M 1
ITA GSA 18 2009 2009 HKE M 1
ITA GSA 18 2010 2010 HKE M 1
ITA GSA 18 2011 2011 HKE M 1
ITA GSA 18 2012 2012 HKE M 1
ITA GSA 18 2013 2013 HKE M 1
ITA GSA 18 2014 2014 HKE M 1
ITA GSA 18 2015 2015 HKE M 1
ITA GSA 18 2016 2016 HKE M 1
ITA GSA 18 2017 2017 HKE M 1
ITA GSA 18 2018 2018 HKE M 1
ITA GSA 18 2019 2019 HKE M 1
ITA GSA 18 2020 2020 HKE M 1

Plot of the length-weight parameters for HKE - ITA - GSA 18 - C

Plot of the length-weight parameters for HKE - ITA - GSA 18 - F

Plot of the length-weight parameters for HKE - ITA - GSA 18 - M

4.2.2 GSA 19

4.2.2.1 HKE

Summary table of length-weight parameters for HKE in GSA 19
COUNTRY AREA START_YEAR END_YEAR SPECIES SEX NA
ITA GSA 19 2002 2003 HKE F 1
ITA GSA 19 2004 2004 HKE F 1
ITA GSA 19 2005 2005 HKE F 1
ITA GSA 19 2006 2006 HKE F 1
ITA GSA 19 2007 2007 HKE F 1
ITA GSA 19 2008 2008 HKE F 1
ITA GSA 19 2009 2009 HKE F 1
ITA GSA 19 2010 2010 HKE F 1
ITA GSA 19 2011 2011 HKE F 1
ITA GSA 19 2012 2012 HKE F 1
ITA GSA 19 2013 2013 HKE F 1
ITA GSA 19 2014 2014 HKE F 1
ITA GSA 19 2015 2015 HKE F 1
ITA GSA 19 2016 2016 HKE F 1
ITA GSA 19 2017 2017 HKE F 1
ITA GSA 19 2018 2018 HKE F 1
ITA GSA 19 2019 2019 HKE F 1
ITA GSA 19 2020 2020 HKE F 1
ITA GSA 19 2002 2003 HKE M 1
ITA GSA 19 2004 2004 HKE M 1
ITA GSA 19 2005 2005 HKE M 1
ITA GSA 19 2006 2006 HKE M 1
ITA GSA 19 2007 2007 HKE M 1
ITA GSA 19 2008 2008 HKE M 1
ITA GSA 19 2009 2009 HKE M 1
ITA GSA 19 2010 2010 HKE M 1
ITA GSA 19 2011 2011 HKE M 1
ITA GSA 19 2012 2012 HKE M 1
ITA GSA 19 2013 2013 HKE M 1
ITA GSA 19 2014 2014 HKE M 1
ITA GSA 19 2015 2015 HKE M 1
ITA GSA 19 2016 2016 HKE M 1
ITA GSA 19 2017 2017 HKE M 1
ITA GSA 19 2018 2018 HKE M 1
ITA GSA 19 2019 2019 HKE M 1
ITA GSA 19 2020 2020 HKE M 1

Plot of the length-weight parameters for HKE - ITA - GSA 19 - F

Plot of the length-weight parameters for HKE - ITA - GSA 19 - M

5 Maturity at Age (MA) table

5.1 Plots of Maturity at Age (MA) data

5.1.1 GSA 18

5.1.1.1 HKE

Summary table of percentage of matures at age for HKE in GSA 18
COUNTRY YEAR START_YEAR END_YEAR SPECIES SEX COUNT
ITA GSA 18 2002 2002 HKE F 9
ITA GSA 18 2003 2005 HKE F 6
ITA GSA 18 2006 2008 HKE F 14
ITA GSA 18 2009 2009 HKE F 15
ITA GSA 18 2010 2010 HKE F 16
ITA GSA 18 2011 2011 HKE F 15
ITA GSA 18 2012 2012 HKE F 14
ITA GSA 18 2013 2013 HKE F 13
ITA GSA 18 2014 2014 HKE F 15
ITA GSA 18 2015 2015 HKE F 13
ITA GSA 18 2016 2016 HKE F 15
ITA GSA 18 2017 2017 HKE F 18
ITA GSA 18 2018 2018 HKE F 15
ITA GSA 18 2019 2019 HKE F 13
ITA GSA 18 2020 2020 HKE F 12
ITA GSA 18 2002 2002 HKE M 5
ITA GSA 18 2003 2005 HKE M 4
ITA GSA 18 2006 2008 HKE M 12
ITA GSA 18 2009 2009 HKE M 12
ITA GSA 18 2010 2010 HKE M 11
ITA GSA 18 2011 2011 HKE M 12
ITA GSA 18 2012 2012 HKE M 10
ITA GSA 18 2013 2013 HKE M 7
ITA GSA 18 2014 2014 HKE M 9
ITA GSA 18 2015 2015 HKE M 10
ITA GSA 18 2016 2016 HKE M 10
ITA GSA 18 2017 2017 HKE M 7
ITA GSA 18 2018 2018 HKE M 7
ITA GSA 18 2019 2019 HKE M 9
ITA GSA 18 2020 2020 HKE M 8

Plot of the percercentage of matures at age for HKE - ITA - GSA 18 - M

Plot of the percercentage of matures at age for HKE - ITA - GSA 18 - F

5.1.2 GSA 19

5.1.2.1 HKE

Summary table of percentage of matures at age for HKE in GSA 19
COUNTRY YEAR START_YEAR END_YEAR SPECIES SEX COUNT
ITA GSA 19 2002 2002 HKE F 9
ITA GSA 19 2003 2005 HKE F 7
ITA GSA 19 2006 2008 HKE F 12
ITA GSA 19 2009 2009 HKE F 10
ITA GSA 19 2010 2010 HKE F 11
ITA GSA 19 2011 2011 HKE F 10
ITA GSA 19 2012 2012 HKE F 8
ITA GSA 19 2013 2013 HKE F 9
ITA GSA 19 2014 2014 HKE F 13
ITA GSA 19 2015 2015 HKE F 10
ITA GSA 19 2016 2016 HKE F 10
ITA GSA 19 2017 2017 HKE F 9
ITA GSA 19 2018 2018 HKE F 8
ITA GSA 19 2019 2019 HKE F 15
ITA GSA 19 2020 2020 HKE F 9
ITA GSA 19 2002 2002 HKE M 8
ITA GSA 19 2003 2005 HKE M 6
ITA GSA 19 2006 2008 HKE M 10
ITA GSA 19 2009 2009 HKE M 7
ITA GSA 19 2010 2010 HKE M 8
ITA GSA 19 2011 2011 HKE M 8
ITA GSA 19 2012 2012 HKE M 9
ITA GSA 19 2013 2013 HKE M 7
ITA GSA 19 2014 2014 HKE M 6
ITA GSA 19 2015 2015 HKE M 6
ITA GSA 19 2016 2016 HKE M 6
ITA GSA 19 2017 2017 HKE M 5
ITA GSA 19 2018 2018 HKE M 5
ITA GSA 19 2019 2019 HKE M 11
ITA GSA 19 2020 2020 HKE M 7

Plot of the percercentage of matures at age for HKE - ITA - GSA 19 - F

Plot of the percercentage of matures at age for HKE - ITA - GSA 19 - M

6 Maturity at Length (ML) table

6.1 Plots of Maturity at Length (ML) data

6.1.1 GSA 18

6.1.1.1 HKE

Summary table of percentage of matures at length for HKE in GSA 18
COUNTRY YEAR START_YEAR END_YEAR SPECIES SEX COUNT
ITA GSA 18 2002 2002 HKE F 45
ITA GSA 18 2003 2005 HKE F 34
ITA GSA 18 2006 2008 HKE F 68
ITA GSA 18 2009 2009 HKE F 68
ITA GSA 18 2010 2010 HKE F 71
ITA GSA 18 2011 2011 HKE F 70
ITA GSA 18 2012 2012 HKE F 69
ITA GSA 18 2013 2013 HKE F 66
ITA GSA 18 2014 2014 HKE F 70
ITA GSA 18 2015 2015 HKE F 66
ITA GSA 18 2016 2016 HKE F 66
ITA GSA 18 2017 2017 HKE F 69
ITA GSA 18 2018 2018 HKE F 71
ITA GSA 18 2019 2019 HKE F 65
ITA GSA 18 2020 2020 HKE F 68
ITA GSA 18 2002 2002 HKE M 25
ITA GSA 18 2006 2008 HKE M 48
ITA GSA 18 2009 2009 HKE M 41
ITA GSA 18 2010 2010 HKE M 40
ITA GSA 18 2011 2011 HKE M 45
ITA GSA 18 2012 2012 HKE M 36
ITA GSA 18 2013 2013 HKE M 31
ITA GSA 18 2014 2014 HKE M 35
ITA GSA 18 2015 2015 HKE M 36
ITA GSA 18 2016 2016 HKE M 32
ITA GSA 18 2017 2017 HKE M 33
ITA GSA 18 2018 2018 HKE M 33
ITA GSA 18 2019 2019 HKE M 31
ITA GSA 18 2020 2020 HKE M 33

6.1.2 GSA 19

6.1.2.1 HKE

Summary table of percentage of matures at length for HKE in GSA 19
COUNTRY YEAR START_YEAR END_YEAR SPECIES SEX COUNT
ITA GSA 19 2002 2002 HKE F 34
ITA GSA 19 2003 2005 HKE F 36
ITA GSA 19 2006 2008 HKE F 65
ITA GSA 19 2009 2009 HKE F 53
ITA GSA 19 2010 2010 HKE F 53
ITA GSA 19 2011 2011 HKE F 55
ITA GSA 19 2012 2012 HKE F 47
ITA GSA 19 2013 2013 HKE F 49
ITA GSA 19 2014 2014 HKE F 55
ITA GSA 19 2015 2015 HKE F 50
ITA GSA 19 2016 2016 HKE F 49
ITA GSA 19 2017 2017 HKE F 41
ITA GSA 19 2018 2018 HKE F 48
ITA GSA 19 2019 2019 HKE F 51
ITA GSA 19 2020 2020 HKE F 44
ITA GSA 19 2002 2002 HKE M 18
ITA GSA 19 2003 2005 HKE M 30
ITA GSA 19 2006 2008 HKE M 38
ITA GSA 19 2009 2009 HKE M 33
ITA GSA 19 2010 2010 HKE M 32
ITA GSA 19 2011 2011 HKE M 32
ITA GSA 19 2012 2012 HKE M 37
ITA GSA 19 2013 2013 HKE M 32
ITA GSA 19 2014 2014 HKE M 28
ITA GSA 19 2015 2015 HKE M 24
ITA GSA 19 2016 2016 HKE M 25
ITA GSA 19 2017 2017 HKE M 22
ITA GSA 19 2018 2018 HKE M 27
ITA GSA 19 2019 2019 HKE M 26
ITA GSA 19 2020 2020 HKE M 29

7 Sex Ratio at age (SRA) table

7.1 Plots of Sex Ratio at age (SRA) data

7.1.1 GSA 18

7.1.1.1 HKE

Summary table of sex ratio at age for HKE in GSA 18
COUNTRY YEAR START_YEAR END_YEAR SPECIES
ITA GSA 18 2002 2002 HKE
ITA GSA 18 2003 2005 HKE
ITA GSA 18 2006 2008 HKE
ITA GSA 18 2017 2017 HKE
ITA GSA 18 2018 2018 HKE
ITA GSA 18 2019 2019 HKE
ITA GSA 18 2020 2020 HKE

Plot of sex ratio at age for HKE - ITA - GSA 18 - M

7.1.2 GSA 19

7.1.2.1 HKE

Summary table of sex ratio at age for HKE in GSA 19
COUNTRY YEAR START_YEAR END_YEAR SPECIES
ITA GSA 19 2002 2002 HKE
ITA GSA 19 2003 2005 HKE
ITA GSA 19 2006 2008 HKE
ITA GSA 19 2009 2009 HKE
ITA GSA 19 2010 2010 HKE
ITA GSA 19 2011 2011 HKE
ITA GSA 19 2012 2012 HKE
ITA GSA 19 2013 2013 HKE
ITA GSA 19 2014 2014 HKE
ITA GSA 19 2015 2015 HKE
ITA GSA 19 2016 2016 HKE
ITA GSA 19 2017 2017 HKE
ITA GSA 19 2018 2018 HKE
ITA GSA 19 2019 2019 HKE
ITA GSA 19 2020 2020 HKE

Plot of sex ratio at age for HKE - ITA - GSA 19 - M

8 Sex Ratio at length (SRL) table

8.1 Plots of Sex Ratio at length (SRL) data

8.1.1 GSA 18

8.1.1.1 HKE

Summary table of sex ratio at length for HKE in GSA 18
COUNTRY GSA START_YEAR END_YEAR SPECIES COUNT
ITA GSA 18 2002 2002 HKE 45
ITA GSA 18 2003 2005 HKE 34
ITA GSA 18 2006 2008 HKE 70
ITA GSA 18 2009 2009 HKE 68
ITA GSA 18 2010 2010 HKE 71
ITA GSA 18 2011 2011 HKE 70
ITA GSA 18 2012 2012 HKE 69
ITA GSA 18 2013 2013 HKE 66
ITA GSA 18 2014 2014 HKE 70
ITA GSA 18 2015 2015 HKE 66
ITA GSA 18 2016 2016 HKE 66
ITA GSA 18 2017 2017 HKE 69
ITA GSA 18 2018 2018 HKE 71
ITA GSA 18 2019 2019 HKE 65
ITA GSA 18 2020 2020 HKE 68

Plot of sex ratio at length for HKE - ITA - GSA 18 - M

8.1.2 GSA 19

8.1.2.1 HKE

Summary table of sex ratio at length for HKE in GSA 19
COUNTRY GSA START_YEAR END_YEAR SPECIES COUNT
ITA GSA 19 2002 2002 HKE 43
ITA GSA 19 2003 2005 HKE 39
ITA GSA 19 2006 2008 HKE 68
ITA GSA 19 2009 2009 HKE 53
ITA GSA 19 2010 2010 HKE 53
ITA GSA 19 2011 2011 HKE 55
ITA GSA 19 2012 2012 HKE 47
ITA GSA 19 2013 2013 HKE 49
ITA GSA 19 2014 2014 HKE 55
ITA GSA 19 2015 2015 HKE 50
ITA GSA 19 2016 2016 HKE 49
ITA GSA 19 2017 2017 HKE 41
ITA GSA 19 2018 2018 HKE 48
ITA GSA 19 2019 2019 HKE 51
ITA GSA 19 2020 2020 HKE 44

Plot of sex ratio at length for HKE - ITA - GSA 19 - M

9 Age-Length Keys (ALK) table

9.1 Plots of Age-Length Keys (ALK) data

9.1.1 GSA 18

9.1.1.1 HKE

Plot of ALK for HKE - ITA - GSA 18 - Females

Plot of ALK for HKE - ITA - GSA 18 - Males

Plot of ALK for HKE - ITA - GSA 18 - Combined

9.1.2 GSA 19

9.1.2.1 HKE

Plot of ALK for HKE - ITA - GSA 19 - Females

Plot of ALK for HKE - ITA - GSA 19 - Males

Plot of ALK for HKE - ITA - GSA 19 - Combined